7 Appointment Setting Goal Trends That Will Redefine B2B Sales in 2026
Major Takeaways: Appointment Setting Goals
B2B teams in 2026 are prioritizing sales-qualified appointments over raw meeting volume, focusing on ICP-fit leads that convert to pipeline.
Companies using 3+ channels in outreach see up to 287% higher engagement, making email-only or call-only cadences outdated.
Personalized outreach delivers 6× higher transaction rates; contextual targeting is now a standard for SDR success in competitive markets.
75% of sales teams now use AI for lead scoring and sequencing; those with AI assistance see 32% higher meeting acceptance rates.
Yes—voice conversations cut through digital noise. Cold calls now deliver 2–5% conversion rates when personalized and timed correctly.
Intent data, real-time alerts, and dynamic ICP modeling help SDRs prioritize high-conversion prospects and reduce wasted outreach.
Sales-as-a-Service models help companies scale fast; outsourced SDR teams with AI-driven tools now compete with internal teams on both cost and ROI.
Introduction
Experienced B2B sales and marketing leaders know that hitting appointment setting goals isn’t getting any easier. Buyer behaviors are evolving, new technologies are emerging, and what worked a few years ago may now fall flat. In fact, today’s B2B buyers engage with an average of 10 different channels during their purchasing journey – double the number from just a few years ago (1). More than half of buyers demand a seamless omnichannel experience and are ready to switch suppliers if they don’t get it (1).
As buyer behavior evolves and sales technology accelerates, traditional appointment-setting benchmarks are being redefined.
What worked in previous years is no longer enough, B2B teams must now adapt their goals to changing buyer expectations, new channels, and smarter qualification methods.
B2B Appointment Setting Goals in Practice
Appointment setting is not about volume, it’s about creating meaningful sales opportunities that move the pipeline forward. In B2B sales, clearly defined appointment-setting goals help align SDR activity with revenue outcomes, ensuring sales teams focus their energy on prospects that matter most. Below, we break down what those goals look like in practice and how they vary by experience level and sales motion.
What is the goal of an appointment setter?
The primary goal of an appointment setter is to generate qualified sales meetings between a prospect and a sales representative. This includes identifying and contacting the right decision-makers, sparking interest with a compelling value proposition, and securing a scheduled time for a discovery or demo call. It’s not just about filling calendars—it’s about booking sales-qualified appointments that align with your Ideal Customer Profile (ICP) and demonstrate real intent to explore a solution.
When done right, appointment setting directly fuels pipeline growth by ensuring your sales reps spend time only on leads with high conversion potential. According to Gartner, high-performing teams focus less on volume and more on qualification to improve downstream revenue impact.
What are realistic appointment setting goals for a new SDR or appointment setter?
SDRs typically book 8–10 qualified meetings monthly, with top reps reaching 12–18.
Reference Source: Optifai
For a new SDR in a B2B sales role, realistic goals often build gradually as they ramp. Most SDR teams benchmark around 8–15 qualified meetings per month (or roughly 2–4 per week) once reps are fully productive, with top performers exceeding 18 meetings per month (17).
During the first 30–60 days of onboarding, many organizations set more modest targets (e.g., 2–5 meetings per week) as SDRs learn product details, internal processes, ICP criteria, and cadence execution before consistently hitting full quota (18).The ramp‑up period is as much about mastering systems and qualification discipline as it is about output, and structured onboarding plans with clear milestones significantly improve both performance and retention.
Ultimately, realistic early goals set the foundation for sustainable performance rather than short-term pressure.
How many appointments should a good appointment setter aim to set per week?
High‑achieving SDRs focused on mid‑market accounts can set 10–15 qualified meetings weekly.
Reference Source: Forecastio
Top-performing appointment setters, especially those focused on mid-market B2B, typically set 10–15 qualified meetings per week (19), depending on lead quality and role type (inbound vs outbound marketing). In high-volume outbound environments, that number can increase, while enterprise SDRs may average lower but high-quality appointments due to longer research cycles and larger deal sizes.
The takeaway is strong appointment setters optimize for quality, consistency, and alignment with deal size, not just raw meeting counts.
Defining appointment-setting goals is only the first step, achieving them requires adapting to how modern buyers engage and how sales teams operate today. As tools, channels, and expectations continue to evolve, so too must the strategies behind those goals.
The following seven trends reveal how leading B2B teams are recalibrating their appointment-setting approach to stay competitive in 2026.
7 Key Trends Reshaping Appointment Setting Goals in 2026
Appointment setting goals in B2B sales are undergoing a major transformation. What once centered on booking as many meetings as possible has evolved into a far more strategic, data-driven, and revenue-focused discipline.
In 2026, successful sales teams are prioritizing quality over quantity, leveraging omnichannel outreach, embracing AI, and doubling down on human connection, all while operating under tighter budgets and higher expectations for ROI. This shift is redefining how sales leaders measure success, structure SDR teams, and build predictable pipeline.
Below are seven key trends shaping appointment setting goals in 2026 and what high-performing teams are doing to stay ahead.
Trend
What’s Changing
Why It Matters
How to Capitalize
1. Quality Over Quantity (SQMs)
Shift from total meetings to sales-qualified meetings
Unqualified/no-show meetings waste time and budget
Define strict ICP & qualification criteria, align SDR goals to pipeline & revenue
2. Omnichannel Outreach
Email-only or phone-only is obsolete
Multi-channel campaigns drive up to 3× higher response rates
Design structured multi-channel cadences (email, LinkedIn, phone, video, SMS)
3. Hyper-Personalization
Generic templates are ignored
Personalized outreach converts up to 6× better
Use trigger events, intent data, AI-assisted personalization, segmented messaging
4. AI & Automation
AI becomes a standard SDR co-pilot
Frees reps from busywork and boosts conversion rates
Automate research, sequencing, lead scoring; keep humans focused on conversations
5. Cold Calling Resurgence
Human connection regains importance
Voice cuts through digital noise and builds trust faster
Use “warm calls,” modern dialers, strong call frameworks, and better timing
6. Data & Intent-Driven Targeting
Static lists replaced by real-time signals
Reaching buyers when interest is highest boosts win rates
Leverage intent data, alerts, A/B testing, and shared RevOps dashboards
7. Efficiency & Outsourcing (Sales-as-a-Service)
Pressure to do more with less
Outsourcing reduces risk, cost, and ramp time
Optimize internal processes, automate first, then scale via trusted partners
1. Quality Over Quantity: Sales-Qualified Appointments as the New North Star
Around 71% of B2B marketers view lead generation as a growing priority over the last three years.
Reference Source: Marketing Week
For years, success in appointment setting was measured by one thing: how many meetings you booked. But in 2026, volume alone isn’t victory. B2B sales teams are shifting from “more meetings” to “more qualified meetings.” The focus is on quality over quantity – ensuring each appointment is with the right prospect, at the right time, for the right reasons.
Why the shift? Simply put, a calendar full of unqualified or no-show meetings is a waste. Modern sales leaders celebrate sales-qualified meetings (SQMs) – appointments that meet ideal customer profile (ICP) criteria and show genuine intent – rather than just tallying raw meeting count (8). It’s a response to pain points felt industry-wide: 61% of marketers say generating quality leads is their top challenge (2), and 71% of B2B marketers report that increasing lead quality (not volume) is their number-one mission (3). High-quality appointments drive pipeline; random ones drain resources.
This trend is changing appointment setting goals fundamentally. Instead of “book 50 meetings this month,” teams are setting goals like “book 20 sales-qualified meetings that convert to $X pipeline.” The key metrics now extend beyond meeting count to things like show rates and meeting-to-opportunity conversion. After all, 79% of leads never convert to sales, often due to poor qualification or nurturing (4). Chasing 100 cold meetings means little if none turn into revenue. Teams would rather secure 15–20 high-intent appointments that actually lead to closed deals.
How to Capitalize on Quality-Focused Goals:
- Define “Qualified” Rigorously: Establish clear ICP criteria and qualification questions for your B2B appointment setting efforts. Train SDRs to probe for fit and need during outreach. It’s better to have one high-fit prospect on the calendar than five who barely resemble your ideal buyer.
- Track Downstream Metrics: Go beyond counting meetings – monitor show rate, conversion rate, and pipeline generated per meeting. For example, measure how many booked meetings became opportunities or deals. This holds your team accountable for meeting quality. (Tip: A Meeting-to-Opportunity Ratio or Cost per Qualified Appointment metric can incentivize focusing on prospects likely to convert (8).)
- Prioritize Precision Over Volume: Use data to focus outreach on target-rich segments. Rather than “dialing for dollars” through a huge list, leverage scoring (fit, intent, engagement) to spend time on leads with signals of interest. As one expert observed, “successful SDR teams now aim for 20 hyper-targeted meetings that align perfectly with the ICP, rather than 100 random cold calls” (8). Quality compounds – one well-qualified meeting can yield more pipeline than ten lukewarm ones.
- Align Goals with Sales: Make sure your appointment setting goals align to revenue goals. For instance, an SDR’s success might be measured on opportunities created or pipeline dollars from their meetings, not just meetings set. This encourages them to keep quality top-of-mind. Sales and marketing leaders should collaborate on targets so that booked meetings truly serve the sales team’s needs, not just vanity metrics.
- Leverage Qualification Frameworks: Implement frameworks like BANT or MEDDIC light during appointment setting. While SDRs shouldn’t interrogate prospects, teaching them to recognize basic budget, need, or timeline indicators helps weed out bad fits early. Many top teams also conduct a brief qualifying call or use an email questionnaire before fully handing off a meeting to an Account Executive (AE), ensuring it’s worth everyone’s time.
By zeroing in on quality, you’ll fill your pipeline with meetings that matter. As a bonus, this approach motivates SDRs as well – it’s rewarding to know your appointments lead to real deals, not dead-ends. The era of “dial more, hope more” is over. In 2026, smart teams celebrate a lower volume of high-impact appointments that drive revenue. Focus on quality, and you’ll see appointment setting ROI soar.
Top B2B appointment setting services are shifting toward sales-qualified meetings that drive pipeline and revenue, instead of simply maximizing meeting volume.
2. The Omnichannel Outreach Evolution
Using 3 or more channels in B2B outreach increases purchase rates by 287% compared to single-channel efforts.
Reference Source: Omnisend
No single channel is king anymore. In 2026, omnichannel outreach is non-negotiable for successful appointment setting. Prospects are everywhere – email inboxes, LinkedIn feeds, phones, chat – and they expect you to meet them on their terms. Teams that were once email-only or phone-only are rapidly expanding to a coordinated multichannel approach, because that’s what gets responses.
Consider this: B2B campaigns using three or more channels see up to 287% higher purchase rates than single-channel efforts (15). That staggering uplift (from an Omnisend study) underscores how powerful omnichannel can be. Why? It creates multiple touchpoints that reinforce your message and credibility. Maybe a prospect ignores your email, but sees your LinkedIn message and recognizes your name – now they’re more likely to answer the next call. Omnichannel means you’re “surrounding” the buyer with value from different angles rather than putting all your eggs in one basket.
What does omnichannel appointment setting look like in practice? It’s a strategic blend of channels, each serving a purpose in your cadence:
- Email – great for a detailed value pitch or sharing content. It opens the door as a low-friction first touch (people can read on their own time) (8).
- LinkedIn – crucial for social proof and soft touches. A connection request or comment builds familiarity. Prospects often check your profile; if they see mutual connections or insightful posts, trust grows (8). LinkedIn InMails or DMs can follow an email to reinforce your message more personally.
- Phone Calls – still the fastest way to start a two-way conversation. A well-timed call after prior touches can feel warm, not cold (8). Hearing a human voice also builds rapport and allows real-time objection handling.
- SMS/Text – on the rise for quick follow-ups (“Just sent you an email – looking forward to connecting!”) or day-of-meeting reminders. Use sparingly and respectfully.
- Video Messages – the latest personalization tool. A short, 30-second personalized video (via email or LinkedIn) can differentiate your outreach. It puts a face to the name and shows extra effort. Sales reps report that adding a custom video boosts response rates – in fact, over 60% of reps say video in outreach increases responses (10).
Companies that master this omnichannel appointment setting approach report response rates up to 3X higher than those relying on a single channel (8). Prospects don’t experience it as harassment; when done right, it feels like you’re professionally present in their world rather than nagging them in one inbox. Each channel reinforces the other. For example, an executive might ignore your cold email, but notice your LinkedIn connection request and accept it. Later, when you call, they recognize your name from LinkedIn and are far more receptive to talking. This cohesive presence is the magic of omnichannel.
How to Capitalize on Omnichannel Outreach:
- Design Multichannel Cadences: Map out a sequence that intentionally cycles through channels. For instance: Day 1 email, Day 3 LinkedIn connect, Day 5 LinkedIn message, Day 7 phone call, Day 10 email #2, etc. Stagger touches so they complement each other. Many teams find a 5–7 touch cadence across 2–3 channels is optimal before pausing. (Remember to vary content too, not just “Did you see my last email?” every time.)
- Play to Each Channel’s Strengths: Craft your message format to fit the medium. Email lets you go deeper into value props or share a case study PDF. LinkedIn is more conversational – perhaps comment on a prospect’s post or share a quick insight before the ask. Phone calls are best for high energy and direct qualification or objection handling. Use each channel for what it does best.
- Ensure Consistent Messaging: While you tailor format, keep your core message and branding consistent. The prospect should feel they’re talking to the same company/person on every channel. Unified messaging builds trust (5). Disjointed messages (or worse, different SDRs reaching out on different channels without coordination) will confuse prospects. Use your CRM to track touches and keep everyone on the same page.
- Leverage Tools for Orchestration: It can be complex to manage multi-channel sequences manually. Consider sales engagement platforms (Salesloft, Outreach, HubSpot Sequences, etc.) that let you automate sending emails and remind reps to perform LinkedIn or call steps. Some tools even integrate cold call dialers and LinkedIn tasks in one sequence. This ensures no lead slips through the cracks as you scale omnichannel marketing efforts.
- Meet Prospects Where They Engage: Pay attention to which channel a prospect responds on and double-down there. If a lead replies on LinkedIn but never picks up the phone, don’t force calls – nurture through LinkedIn and email. On the flip side, many C-level targets practically live on email and phone and ignore LinkedIn. Personalize the channel mix to the individual when you detect a preference.
- Combine Channels for One-Two Punches: Some of the most effective tactics use channels in tandem. Example: Send a LinkedIn voice note or short video referencing a point from the email you sent – it’s unexpected and highly personal. Or call and leave a voicemail that mentions you’ll re-send your email – then immediately send the email with “Voicemail follow-up” in the subject. These combos increase the chance your message gets noticed.
The omnichannel trend is all about being strategically ubiquitous. By orchestrating multiple touchpoints, you dramatically improve your odds of converting a busy prospect into a booked meeting. In 2026, if your appointment setting still relies on just blasting cold emails or dialing down a list in isolation, you’re leaving huge opportunities on the table. Instead, build an omnichannel engine – your future self (and filled calendar) will thank you.
Need help going omnichannel? Our LinkedIn lead generation service and cold email service are designed to integrate with calling and other channels as part of a cohesive outreach strategy. We’ve seen firsthand that mixing LinkedIn, email, and calls can “create a conversion flywheel” (5).
3. Hyper-Personalization and Contextual Targeting
Personalized outreach delivers 6× higher transaction rates than non-personalized messaging.
Reference Source: Salesforce
In 2026, personalization at scale isn’t a nice-to-have – it’s a must-have. Buyers are drowning in generic outreach, and they delete templated pitches on sight. Cutting through the noise requires contextual, personalized messaging that makes a prospect think, “This person did their homework on me.” The trend shaping appointment setting goals is a move toward “quality touches”: fewer spray-and-pray emails, more tailored, research-backed communications that resonate with each recipient.
Consider the stats: Personalized campaigns deliver 6× higher transaction rates on average (6). Prospects are far more likely to engage when the message speaks directly to their business or role. Maybe it references a recent company event (e.g. funding, expansion, a quote from their CEO), or calls out a specific pain point in their industry. This level of relevance is becoming the expectation. One recent B2B study even found prospects are 70% more likely to accept a meeting when outreach is based on a mutual connection or specific commonality (e.g. alumni status or shared professional contacts) (16). It’s all about context.
Personalization is turbocharged by technology in 2026. Sales teams are using data and AI to achieve “the segment of one.” For example, tools can crawl a prospect’s LinkedIn or news mentions and feed reps with tidbits to use in emails (“Congrats on the product launch last week!”). AI writing assistants can then help craft a customized opening line for each prospect, increasing the volume of personalization an SDR can handle. The days of one generic sequence blasted to 1,000 contacts are fading; instead we see segmented, micro-targeted campaigns (by industry, persona, trigger event) that feel one-to-one.
How to Capitalize on Hyper-Personalization:
- Leverage Research and Intent Data: Arm your team with insights about each prospect. This can include trigger events (new funding, job changes, recent blog posts), technographic or intent data (if they’re researching solutions like yours), and mutual connections. For instance, if you know a target account recently announced a merger, mention how that might affect their needs. Intent data providers like 6sense, Bombora, etc., can signal when a company is “in market” for your solution (8) – golden information to personalize timing and content. Instead of guessing, you’ll be reaching out when interest is peaking.
- Personalize Beyond <Name>: Superficial mail-merge (“Hi {First Name}, saw you’re in {City}!”) won’t cut it. Personalize on deeper levels – their role, industry challenges, their company’s strategy. For example: “Hi Sarah, as a VP of Finance at a SaaS firm, you’re probably concerned with revenue forecasting accuracy (saw your CEO mention it in the Q3 webcast) – our solution tackles exactly that…” Show them you understand their world. Even better, personalize the value proposition to them. Highlight a relevant case study from their industry, or specific results that address their known pain points. This contextual approach makes your ask to meet far more compelling.
- Use AI Wisely: AI tools can automate parts of personalization research. There are AI SDR assistants now that draft custom email intros using public info about the prospect. While you should never fully “set and forget” AI (human review is needed to ensure it reads naturally and accurately), these tools can save time and allow personalization at scale. Some sales engagement platforms integrate AI for suggesting personalized send times or messaging based on previous interactions. In 2025, 71% of sales professionals were already using AI-powered tools to identify and prioritize leads – resulting in a 32% higher conversion rate from lead to opportunity (11). Embrace the tech that helps you be more relevant, faster. (Just be sure the end result still feels human and authentic.)
- Segment and Customize Cadences: Break your outreach into smaller targeted lists and tailor the messaging to each segment. Your cadence for CTOs in fintech might be very different than for Directors of Operations in manufacturing. Create email templates that speak each group’s language. This is pseudo-personalization (one-to-many but highly targeted), which paves the way for true one-to-one touches on the best accounts. The key is contextualizing your content – even if it’s a form email going to 50 people, those 50 should all be in a similar context where the message feels directly relevant.
- Don’t Forget Personalization in Calls and Live Interactions: It’s not just for written outreach. When you get a prospect on a call, use the info you have to personalize the conversation. Reference that piece of news you saw or the pain point you suspect. Personalization is an attitude of always tailoring the conversation. Even a brief cold call can be personalized: “Hi Mike, I noticed you just expanded your sales team across EMEA – how’s ramping the new reps going? [segue into solution].” These little details show you’re not calling everyone with the same script.
The payoff of hyper-personalization is a higher hit rate on your outreach and stronger relationships from the very first touch. You’ll find prospects more receptive and willing to book that initial meeting because you’ve demonstrated you get them. Sure, it takes more effort per contact, but the math works out: 10 highly personalized touches can easily outperform 100 generic ones. As the saying goes, “personalization scales because it converts.” In 2026, make personalization a cornerstone of your appointment setting strategy – your emails and calls may reach fewer people, but they’ll resonate with far more.
For more ideas on personalizing outreach and messaging, see our detailed appointment setting tips guide. It discusses tailoring value props to different buyer personas and other best practices to boost engagement.
4. AI and Automation Are Inevitable in Sales
AI‑driven lead scoring can boost B2B conversion rates by up to ~30–50% compared with traditional methods.
Reference Source: SuperAGI
Artificial intelligence has graduated from hype to real-world impact in B2B sales. By 2026, AI and automation tools are integral to how companies set appointments and reach prospects. We’re not talking about robots replacing Sales Development Representatives (SDRs), but rather augmenting them – taking grunt work off human plates and surfacing insights that make outreach smarter. The trend: SDR teams with AI “co-pilots” are booking more meetings, faster.
Just a couple years ago, AI in sales was experimental. Now it’s mainstream: nearly 90% of companies use AI in at least one business function (7), and sales is a prime area. Importantly, about 75% of sales organizations are expected to be using AI-powered tools by 2025 (11), so by 2026 it’s table stakes. The results are compelling – one survey noted 83% of sales teams with AI have seen revenue growth, versus 66% of teams without AI (13). For appointment setting specifically, AI contributes in two big ways:
- Automation of Repetitive Tasks: Today’s SDRs can offload activities like researching contacts, logging CRM data, sending follow-up sequences, and even initial outreach touches to automated systems. For example, an AI data tool can enrich a lead list overnight with verified emails, titles, and recent news, saving reps hours of Googling (8). Sequencers can automate sending of those personalized emails and follow-ups at optimal times. There are AI dialers that automatically call through lists and surface likely-connect prospects first. All this means an SDR can spend more time on high-value work (personalizing, actually talking to prospects) rather than copy-pasting info or manually toggling between tools.
- AI Insights and Decision Support: Modern sales platforms use AI to score leads, predict who’s most likely to respond, and even recommend what action to take next. Your CRM, enhanced with machine learning, might prompt an SDR: “Prospect A opened your email twice and visited pricing page – call them this afternoon.” AI can also analyze past call recordings or emails to coach reps on improving their pitch. It’s like having a virtual assistant manager keeping an eye on things 24/7.
One concrete example: teams that combine AI-powered research with human-led outreach saw a 32% improvement in meeting acceptance rates compared to those relying solely on manual efforts (8). And automated systems now handle 60–70% of the “busywork” backend in top-performing outbound sales teams, freeing SDRs to focus on meaningful engagement (8). This hybrid model – sometimes dubbed “augmented appointment setting” (8) – is emerging as the new norm. AI handles the volume and logic; humans add the creativity and empathy.
How to Capitalize on AI & Automation:
- Adopt the Right Tools: Audit your sales tech stack for opportunities to inject AI/automation. Key categories include: lead enrichment (e.g. tools that auto-fill contact data and company intel), email sequencing and A/B testing tools (to automate sends and optimize subject lines/content via AI), AI dialers (to increase connect rates and log call data), and sales intelligence platforms (that flag intent signals or advise on next steps). Even small additions, like an AI email assistant to draft follow-ups, can significantly boost SDR productivity. Example: Martal developed a proprietary AI sales engagement platform that automates contact verification, email sending across warmed domains, and even recommends optimal send times – resulting in higher email deliverability and faster outreach cycles for their reps.
- Automate Low-Value Tasks First: A good rule of thumb – if it’s repetitive and doesn’t require a human’s nuance, see if you can automate it. Scheduling emails, updating CRM fields, sequencing touches, generating weekly reports – these can often be handled by software or AI sales agents (with human oversight). By removing these from SDR to-do lists, you free them to focus on writing that killer personalization or having quality live conversations. One study suggests sales reps spend only ~36% of their time actually selling; automation can claw back a lot of the rest.
- Use AI for Data-Driven Targeting: Take advantage of AI lead scoring and predictive models. These look at thousands of data points (past campaign results, firmographics, engagement patterns) to predict which prospects are hot. They can prioritize cold call lists or alert reps when a prospect hits an “interesting moments” threshold (like multiple website visits). AI lead scoring implementations are shown to lift conversion rates significantly, often by ~30% or more (20). If your CRM or marketing automation offers lead scoring, ensure your SDRs actually use it daily to guide their outreach prioritization.
- Maintain the Human Touch: Importantly, don’t let automation turn your outreach into a robotic conveyor belt. The best teams use automation to enhance human connection, not replace it. For instance, use an AI email sequence to handle routine follow-ups, but have reps jump in with a personal call or custom video at the right moment. Automation should do the heavy lifting in the background (data entry, initial outreach, reminders) while humans do the heavy connecting. In other words, AI for efficiency, humans for empathy. Keep that balance and you’ll avoid the trap of impersonal automation that prospects can smell a mile away.
- Train Your Team on AI Tools: Getting value from AI requires user adoption. Invest in training your SDRs on how to use these tools effectively. Demystify AI by showing concrete examples: e.g., demonstrate how the AI lead score isn’t magic, but based on behaviors like email opens or similar company traits, so reps trust it. Encourage reps to treat AI suggestions as exactly that – suggestions – and use their judgment on top. The best results come when reps and AI “learn” from each other (feedback loops where reps correct AI errors, and AI optimizes based on rep success). Make AI a teammate, not a black box.
In 2026, leveraging AI and automation could be the difference between a lean SDR team that punches above its weight in booked meetings, and a team bogged down in admin work and generic outreach. Those repetitive manual tasks and guesswork targeting methods? They’re quickly becoming relics of the past. By embracing AI as your SDR sidekick, you empower your human reps to do more of what humans do best – build relationships and trust – while the machines crunch data and handle drudgery at superhuman speed. It’s a winning combo for hitting appointment setting goals efficiently.
Forward-looking teams are already embracing a “Sales-as-a-Service” approach fueled by AI. Martal’s own sales-as-a-service model combines experienced human SDRs with our AI SDR platform, demonstrating how this synergy can rapidly scale pipeline. Companies tapping such services effectively plug into a ready-made AI-augmented sales team.
5. The Resurgence of Cold Calling and Human Connection
Cold calling still converts at a 2–5% rate when done with personalization and strategic timing.
Reference Source: Cleverly
“Is cold calling effective?” – we’ve all heard it. Yet here we are in 2026, and phone calls are very much alive in B2B sales. In fact, there’s a resurgence of the human touch in appointment setting. After years of obsession with automated digital outreach, companies are rediscovering that voice conversations and direct human contact can cut through where digital noise fails. The phone call, far from extinct, is evolving and proving its value as part of a balanced outreach strategy.
Why the comeback? One reason is differentiation. Prospects’ email and LinkedIn inboxes are saturated, but their actual phone rings far less than before – making a well-placed call stand out. And while an email can be ignored, a live conversation commands attention (even if brief). There’s also an immediacy and trust that comes with voice. As sales experts note, a call lets you gather real-time feedback, handle objections on the fly, and convey tone and enthusiasm that text struggles to match (9). In complex B2B deals, building rapport is critical, and a human voice builds rapport faster than any email.
Notably, buyers haven’t given up on calls either: around 50–60% of B2B buyers still prefer to be contacted by phone at some point in the sales process (9). Many decision-makers, especially of a certain generation or in certain industries, feel that a quick call is more efficient to evaluate an opportunity than an email volley. This doesn’t mean spam dialing works – the old brute-force telemarketing approach is indeed dead. What’s emerging is “Cold Calling 2.0” (8): highly targeted, respectful, and value-driven calls, often following other touches, to engage executives in conversation rather than deliver a hard pitch.
Signs of this trend: Companies are investing in training SDRs on cold calling skills again. Connect rates are tracked as a key metric, and connect-to-meeting conversion rates are celebrated. Modern dialers with local-presence dialing (to display a local area code) are employed to boost pickup rates. Even younger SDRs, who grew up texting, are being coached to embrace the phone as a powerful tool in their arsenal. Data from millions of calls show that cold calling still yields conversion rates in the 2–5% range in 2025 (9), which, while seemingly small, is significant when scaled and often higher than mass email’s hit rate. And those conversions tend to be high-quality conversations that advance pipeline.
How to Capitalize on the Human Touch & Cold Calling:
- Adopt a “Warm Call” Mindset: The best cold calls don’t feel cold. Use your multi-channel strategy to “warm up” the prospect before calling. For example, after a prospect has opened two of your emails or interacted on LinkedIn, a call will be more welcome (“Oh yes, I think I saw your message”). Reference any previous touches: “We connected on LinkedIn last week” or “I sent an email yesterday about [pain point] – wanted to speak live for a minute.” This context immediately sets you apart from robo-dialers.
- Train for Call Excellence: Invest in training SDRs on phone techniques – tone, pacing, handling gatekeepers, voicemail etiquette, objection handling. Not everyone is naturally comfortable on the phone, but these are learnable skills. Role-play common scenarios. Teach reps to open calls with a strong, concise value statement and a question to engage the prospect (e.g., “Hi __, this is __ from __. Did I catch you at a bad time? [If no:] Great – the reason I’m calling is we noticed [prospect’s company] is hiring aggressively; we help teams like yours ramp new sales hires 50% faster. Is that something you’re focused on?”). The first 15 seconds are key – get to the point and spark interest or empathy.
- Embrace Modern Calling Tools: Use technology to improve calling outcomes. For instance, implement local presence dialing so your number looks local to the prospect’s area – this can boost pickup rates. Utilize voicemail drop features to leave pre-recorded voicemails for common scenarios (but ensure they sound personal). Leverage call coaching software that can analyze call recordings for keywords and provide feedback. Some teams use real-time “battlecards” that pop up during calls (with key talking points or answers if a prospect mentions a competitor, for example). These tools can elevate a rep’s effectiveness on calls.
- Focus on Conversations, Not Scripts: The era of rigid appointment setting scripts is gone. Instead, equip your SDRs with call frameworks or talk tracks, plus lots of product knowledge, so they can have a natural conversation. Reps should be comfortable enough with the material that they can listen more than talk. A great cold call feels like a chat, not a pitch. Encourage reps to ask questions and respond to what the prospect says, rather than steamrolling through a monologue. The goal is to build rapport and qualify, not to close the sale on the spot. If the prospect feels heard, they’re more likely to agree to a meeting.
- Use Calling at Strategic Points: Data shows certain call cadences work better – for instance, calling on Day 1 of an inbound lead is crucial (speed matters), or calling immediately after a prospect clicks a link in your email might catch them at peak interest. Also, the best times to cold call tend to be mid-week afternoons (studies often cite 11 AM–12 PM and 4–5 PM as effective slots) (14). Structure your calling hours around when prospects are most receptive. And remember to follow up: it takes an average of 8 call attempts to reach a decision-maker, but many reps give up after 2–3 tries (9). Persistence (within reason) wins. If you reach voicemail, don’t be afraid to leave a brief, compelling message – and mention you’ll send an email as follow-up (then do it). This multi-touch interplay can prompt a callback or reply later.
Above all, integrate the human touch into your overall strategy. An omnichannel approach that omits voice is incomplete. Likewise, just smiling-and-dialing without support from other channels is fighting with one hand tied. The winning formula in 2026 is blending high-tech and high-touch: use data and automation to target the right people at the right time, then engage them with personal, human outreach that builds trust. The companies that figure out this balance are finding that prospects are not only willing to talk – they appreciate the proactive, personal attention. A conversation today can be a meeting tomorrow and a deal next quarter. So dust off that headset: the human voice is your competitive advantage in the age of digital overload.
(If your team could use a boost in phone outreach expertise, consider external help. Martal offers cold calling services with seasoned sales professionals who know how to turn calls into qualified appointments. They marry classic calling prowess with AI-driven prospecting – ensuring every call is informed and impactful. In the age of Zoom and email, sometimes hearing a friendly voice is exactly what your prospect needs.)
6. Data-Driven Targeting and Intent Signals Guide Outreach
Leads contacted within 5 minutes are 9× more likely to convert than those contacted after an hour.
Reference Source: Martal Group
Another major trend steering 2026 appointment setting goals: decisions driven by data at every step, especially when deciding whom to contact and when. The era of random prospecting or static lead lists is being replaced by dynamic, intent-driven targeting. Companies are tapping into richer data sources – from website analytics to third-party intent platforms – to focus their lead generation and appointment setting efforts where the heat is highest. The mantra is “work smarter, not harder” by using data to find and prioritize prospects who are most likely to convert.
Here’s an example scenario: Instead of an SDR blindly calling down a list of 1000 companies, imagine they use an intent data service that reveals 50 of those companies have been actively researching terms related to your product category in the past month. Perhaps they’ve visited review sites, or increased visits to your site, or consumed content on certain topics. Armed with this insight, the SDR can prioritize those “in-market” accounts – turning a cold outreach into a much warmer one (“companies that are quietly researching your solution before ever filling out a form” as one expert described (8)). And their message can be tailored accordingly (“Many companies like yours are evaluating X right now – if that’s on your radar, we should talk.”). The likelihood of booking a meeting shoots up when you catch a prospect at the right moment of interest.
Data-driven targeting isn’t just about intent data though. It includes all the analytics and metrics that help refine outreach: conversion rates by industry, optimal contact times, persona response patterns, engagement scores from marketing automation, etc. Modern sales teams are glued to dashboards tracking every stage of the sales funnel. For appointment setting, key metrics like email open/click rates, call connection rates, reply rates, and meeting acceptance rates are monitored religiously. This analytical approach means goals can be set and adjusted based on real numbers (e.g., if connect rate is low but reply rate high, maybe shift more effort to email vs phone, or vice versa). It’s a far cry from the days of just “make 100 calls because that’s the quota.” In 2026, data informs strategy continuously.
How to Capitalize on Data-Driven & Intent-Based Outreach:
- Implement Intent Monitoring: If you haven’t yet, explore intent data providers. They track signals like content consumption, search queries, and firmographic changes that indicate a company might have a need. For example, Bombora’s intent scores or ZoomInfo’s intent signals can tell you which accounts are spiking in interest for topics related to your product. Use this to create a tiered targeting approach – your SDRs spend most of their time on accounts showing intent or undergoing triggers (new funding, new exec hires, product launches, etc.). Sales and marketing alignment allows marketing to run targeted ads as SDRs act on high-intent signals, creating a synchronized, high-impact approach.
- Develop a Robust ICP with Data: Revisit your Ideal Customer Profile and back it with data. Analyze your past opportunities and wins – what do they have in common? Industry, size, tech stack, buyer persona? Use analytics (even simple CRM reports or Excel pivots, or more advanced AI clustering if available) to spot patterns. Then refine your targeting criteria accordingly. If data shows that, say, healthcare companies with 500–1000 employees and using Salesforce tend to close at 2× average deal size, make sure those prospects are flagged and prioritized in your outreach lists. In short, let data tell you where the low-hanging fruit is.
- Use Real-Time Alerts: Set up alerts for high-intent prospect actions. Many CRMs or sales tools allow notifications when a prospect does something indicative of interest – like clicking a link in your email or visiting your pricing page. Configure these, and when an alert comes in, respond immediately. Studies consistently show the importance of speed: one famous stat – leads contacted within 5 minutes are exponentially more likely to convert than those contacted even an hour later. (In one benchmark, responding within 10–15 minutes made leads 9× more likely to convert than waiting longer (21) Make responsiveness a KPI for your team. If a prospect raises their hand even subtly, reach out while the iron is hot. This often means having an SDR “on call” for hot lead pings, or using automated triggers (e.g., auto-send a Calendly link if someone clicks “Get a demo”).
- Continuously Optimize with A/B Testing: Bring a marketer’s mindset to appointment setting. Test different email subject lines, cold call opening lines, LinkedIn message styles, and cold call scripts – and measure the results. Use your data to double down on what works. For instance, if data shows emails with a certain subject get 15% higher open rates, standardize around that. If calls convert better when mentioning a specific pain point, ensure all reps include it. Data-driven appointment setting is iterative: set hypothesis, test, measure, refine. Over time, these optimizations significantly improve your team’s batting average.
- Align Sales and Marketing Data: A big part of being data-driven is breaking silos. Ensure your SDRs have visibility into marketing data (and vice versa). If marketing runs a webinar, share the attendee engagement data with SDRs so they can tailor follow-ups (e.g., “I saw you asked a question about X in our webinar – happy to discuss further”). Connect your CRM with marketing automation so SDRs can see web page visits, content downloads, email engagement for their leads. And feed sales learnings back to marketing – e.g., if SDRs find a certain messaging resonates, marketing can use it in campaigns. A unified RevOps approach with shared data creates a feedback loop that benefits appointment setting immensely (7).
By harnessing data and intent signals, you shift from a scattershot approach to a precision-guided one. Think of it as using a heat-seeking missile instead of a blind shotgun blast. Your SDRs will spend time where it counts, and your conversion rates from lead → appointment → opportunity will reflect that smart targeting. In 2026, setting ambitious appointment goals is fine – but hitting them consistently requires a data-driven engine under the hood. Build that engine, fuel it with the right data, and watch your results accelerate.
If you want to read more, here’s a useful guide on data-driven lead gen – “2026 Lead Generation Statistics”, which highlights benchmarks like which channels yield the lowest cost-per-lead and how AI is lowering acquisition costs. It’s a handy reference to ensure your strategy aligns with the latest data trends.
7. Efficiency and Outsourcing: Doing More With Less (Sales-as-a-Service)
Choosing outsourced sales over in-house teams can result in average savings of $92,180 per SDR per year.
Reference Source: Martal Group
The final trend shaping B2B appointment setting goals in 2026 is a response to economic reality: the mandate to do more with less. Budgets are tighter, headcount is scrutinized, and every dollar spent on pipeline needs justified ROI. This pressure is driving two related shifts: an extreme focus on efficiency (maximizing output from current resources) and a growing openness to outsourcing the appointment setting function to specialized partners as a way to cost-effectively scale. In short, companies want to hit ambitious sales targets without linearly scaling cost – and they’re finding creative ways to achieve that.
First, let’s talk efficiency. Sales orgs are treating their appointment setting like a science of ROI. We see metrics like Cost Per Qualified Appointment (CPQA) being tracked religiously (8). Leaders know exactly how much it costs in tools, labor, and marketing spend to get a single high-quality meeting, and they constantly seek to lower that cost. How? Partly by all the trends we’ve discussed – using AI to automate tasks (reducing labor hours), using data to focus on high-probability leads (improving conversion, thus lowering cost per meeting), and emphasizing quality (so fewer wasted meetings). According to industry benchmarks, the average cost per qualified B2B appointment has actually risen recently (one source cites ~18% YoY increase, due to data prices and competition) (8). But smart teams are offsetting that by improving conversion rates – meaning each meeting they book is more likely to become revenue, justifying the spend (8). The result: a leaner, more accountable outbound campaign where every touchpoint and expense is measured for impact. The mantra “work smarter” truly rules.
Many companies – from startups to enterprise – are concluding that building an in-house SDR team may not always be the best use of resources, especially if they lack the expertise or need to scale quickly. Outsourcing appointment setting to specialized firms (also known as Sales-as-a-Service or fractional sales teams) is becoming a popular strategy to fill the pipeline without heavy internal investment. High-growth companies leverage B2B appointment-setting services to keep pipelines full of qualified meetings while their own sales reps focus on closing deals (12). These providers come with trained outsourced SDRs, established processes, and often proprietary data/tools – essentially an out-of-the-box outbound engine. And they typically offer flexible models, like pay-per-appointment or short-term contracts, which can be very attractive versus the fixed cost of full-time hires.
Why the rise in outsourcing? It mitigates risk and ramps results faster. Hiring, onboarding, and training in-house SDRs takes time and money, with no guarantee of success (and high turnover in SDR roles is a constant challenge). By contrast, sales outsourcing firms have seasoned teams ready to go, and you can dial their involvement up or down as needed. It’s about agility: if you need to scale outreach for a big campaign or new market entry, an outsourced lead generation provider can deploy quickly without you having to staff up permanently. Plus, many firms offer performance-based pricing (e.g. you pay per meeting set), aligning incentives and ensuring you pay for outcomes, not effort (12). Given that sales and marketing outsourcing is projected to grow by billions in the next few years (12), it’s clear many organizations are embracing this route.
How to Capitalize on Efficiency & Outsourcing Trends:
- Audit and Optimize Your Outreach Process: Start internally by removing waste. Analyze each step of your appointment setting process for inefficiencies. Are reps spending too much time on non-selling tasks (could be automated)? Is your cadence too long or too short? Are you pursuing leads that never convert (tighten your targeting)? Sometimes small tweaks – like cutting an ineffective email template or reallocating call time to higher-connect hours – can yield more meetings with no extra budget. Make continuous improvement a habit. As one trend piece noted, the financial pressure of 2025/2026 has given rise to a “new kind of outbound discipline” where every SDR touchpoint must earn its place (8). Encourage that mindset on your team.
- Maximize Existing Resources Before Adding More: Before lobbying for additional headcount or budget, ensure you’re fully utilizing what you have. For example, does your team follow up diligently on every marketing lead or event attendee? Are you fully exploiting referral opportunities or your network for warm intros (often a low-cost source of meetings)? Do you have old leads in the CRM that could be re-engaged? Squeezing value from existing assets can often boost appointments without new spend. Track metrics like utilization (e.g., how many calls/emails per SDR per day vs. target) and look for any slack to tighten. The goal is to improve the meetings per SDR per month ratio if possible through productivity gains.
- Consider Outsourced Appointment Setting Services: If pipeline coverage is falling short or you need to accelerate growth, evaluate external partners. Look for B2B appointment setting companies with experience in your industry and a track record of results. Many will offer a pilot program – for example, Martal Group or similar providers will step in and act as your SDR team, booking meetings with your target buyers. The advantages are immediate expertise, established data/tools, and the ability to scale quickly. If you go this route, align closely with the sales agency: share your ICP, messaging guidelines, and make sure meetings are well-qualified. The best outsourced teams essentially function as an extension of your own – you should feel like they’re part of your org.
- Embrace Sales-as-a-Service Models: Beyond just appointment setting, the concept of sales-as-a-service is rising. This means outsourcing larger chunks of the sales cycle – from outbound prospecting to closing – to a third party that specializes in sales. If your core strength is, say, product development and you lack a strong sales org, this can be transformative. The 2026 mindset is that you don’t have to build every function in-house; you can “rent” a world-class sales team in a flexible way. This approach can deliver pipeline and even closed deals while your fixed costs remain low. Of course, ensure any partner has excellent communication, understands your value prop deeply, and represents your brand well. When done right, it’s like having a fully staffed sales team minus the HR headaches.
- Tie Goals to ROI and Communicate Upwards: Finally, in an efficiency-driven environment, speak the language of ROI to your execs. When setting appointment goals, frame them in terms of pipeline dollars or ROI. For example, instead of just “we’ll book 30 meetings,” say “we aim to generate $1M in pipeline from meetings, at an acquisition cost 20% lower than last quarter.” Then use data to show how the trends above (quality focus, AI, omnichannel, etc.) are helping achieve that. This not only secures leadership buy-in, it ensures everyone understands appointment setting isn’t just an activity factory – it’s a revenue-generating engine with measurable returns. In tight times, the initiatives that prove efficiency and ROI will get funding; those that just promise vanity metrics won’t.
By driving efficiency and considering outsourcing inside sales where it makes sense, companies are achieving their appointment setting objectives more cost-effectively. The endgame is full-stack sales efficiency – whether in-house, outsourced, or a hybrid – that produces consistent, qualified meetings without wasteful spend. If you can show that each dollar invested in pipeline is yielding strong returns, you’ll not only hit your 2026 goals, you’ll have a scalable model for 2027 and beyond.
Martal’s model exemplifies this trend. Our full-stack sales-as-a-service combines SDR outreach, outbound lead generation, and even closing support in one package. By partnering with us, you get an omnichannel appointment setting machine plus seasoned closers, all for less than building an internal team. It’s worth exploring for organizations aiming to book more meetings while keeping sales costs lean.
Conclusion & Next Steps
B2B appointment setting in 2026 is a different game than it was just a few years ago. Buyer expectations are higher, channels are proliferating, and data and AI are reshaping how we connect with prospects. The seven trends we’ve explored – from prioritizing meeting quality and leveraging omnichannel outreach, to harnessing personalization, AI assistance, human touch, data-driven timing, and smart outsourcing – are defining how top sales teams achieve their pipeline goals today.
The common thread? Adaptability and customer-centricity. The most successful sales development teams are the ones continuously learning and iterating. They’re blending the best of technology (AI, automation, analytics) with the irreplaceable human elements of selling (personalization, empathy, relationship-building). They’re meeting buyers on buyers’ terms: through the channels buyers prefer, with messaging buyers care about, at the moments buyers are most receptive. In doing so, they’re not only booking more appointments – they’re laying the groundwork for more meaningful sales conversations and long-term customer relationships.
As you set your own appointment setting goals for 2026, take these trends to heart. Challenge your team to implement at least a few new approaches from this list. Maybe you pilot an AI tool, or revamp your cadence to be truly omnichannel. Maybe you double down on sales training for better cold calls, or bring in an expert sales partner to supplement your efforts. Small changes can yield big results in this space. Keep measuring what works and don’t be afraid to pivot with the data.
Finally, remember that the ultimate goal of appointment setting isn’t just to fill calendars – it’s to drive revenue. Every trend we discussed links back to building a healthier sales pipeline that converts to growth for your business. If you focus on high-quality meetings, reach buyers thoughtfully across channels, leverage technology to boost efficiency, and allocate your resources wisely, you’ll set the stage for hitting (and likely exceeding) your sales targets in 2026.
Ready to put these trends into action? If you’re looking for a proven way to accelerate your results, consider partnering with experts who do this day in and day out. Martal Group offers a full-stack, sales-as-a-service solution that encapsulates all these modern best practices – from an omnichannel appointment setting engine to AI-driven targeting and a seasoned team of SDRs and account executives. By working with Martal, you gain a dedicated extension of your team that is already optimized for 2026’s landscape: they’ll personalize outreach, leverage intent data, engage via LinkedIn, email, phone (and more), and deliver sales-qualified meetings with your ideal prospects. It’s a powerful way to fast-track your pipeline goals without the trial-and-error and overhead of doing it all in-house.
If hitting your 2026 sales goals is a top priority (and we know it is), don’t go it alone. Take advantage of our expertise. Book a consultation with Martal Group to discuss your growth objectives and see how their end-to-end sales-as-a-service and omnichannel appointment setting model can propel your pipeline. They’ve helped countless B2B companies fill their calendars with quality appointments and close deals faster – and they’re ready to do the same for you.
The road to 2026 success is paved with smart strategies and even smarter execution. Let’s make this your best sales year yet.
References
- McKinsey & Company
- Demandsage
- Marketing Week
- Marketing Sherpa (Via Salesforce)
- Martal Group, B2B Omnichannel Campaign Blueprint
- Salesforce
- DealsInsight
- SalesAR
- Cleverly
- Vidyard
- SuperAGI
- InsideSales Solutions
- Salesforce – Sales Statistics
- EBQ
- Omnisend
- SalesGenie
- Optifai
- SalesUP
- Forecastio
- SuperAGI
- Martal Group – Sales Follow-up Statistics
FAQs: Appointment Setting Goals
What are the 5 R’s of goal-setting?
The 5 R’s of goal-setting help ensure appointment setting goals are aligned, achievable, well-supported, and regularly reviewed. They are:
- Relevant – Does the goal align with broader business objectives?
- Realistic – Is it attainable with the available resources?
- Recorded – Is it written down or tracked for accountability?
- Resourced – Are tools, time, and support in place to achieve it?
Reviewed – Is it regularly assessed and updated as needed?
What are the 5 SMART goals for work examples?
SMART goals are Specific, Measurable, Achievable, Relevant, and Time-bound. Five examples in the context of appointment setting:
- Book 20 qualified meetings with VP-level prospects in SaaS this month.
- Increase show rate from 65% to 80% by Q2.
- Respond to all hot leads within 15 minutes, 90% of the time.
- Convert 30% of booked appointments into opportunities by end of quarter.
- Personalize outreach to top 100 accounts weekly using LinkedIn insights.
What are the 5 steps of setting goals?
The five-step goal-setting process helps sales teams move from reactive outreach to a structured, repeatable system by diagnosing current performance, defining measurable outcomes, aligning stakeholders, and continuously refining execution based on real performance data. They are:
- Assess your current state – Understand what’s working and what’s not.
- Define clear objectives – Use the SMART or OKR framework.
- Break down into actions – Create milestones and daily/weekly tasks.
- Align with your team – Ensure sales, marketing, and leadership are on the same page.
- Measure and adapt – Track KPIs and iterate based on results.
What’s the difference between activity goals and outcome goals in appointment setting?
Activity goals focus on actions taken (e.g., 100 dials/day, 25 emails sent).
Outcome goals focus on results (e.g., 10 booked meetings, 3 qualified demos).
Both are important: activity goals drive consistency, but outcome goals measure actual impact. A healthy appointment setting strategy sets both—and adjusts activity based on how well it produces desired outcomes.
What KPIs should be part of appointment setting goals (e.g., show rate, qualified leads, next steps)?
Selecting the right KPIs for appointment setting goals allows sales leaders to evaluate how effective their outreach is at generating qualified conversations, advancing deals, and building predictable pipeline. Essential KPIs include:
- Appointments booked
- Show rate (%)
- Qualification rate (%)
- No-show rate (%)
- Conversion to opportunity (%)
- Touchpoints per meeting
- Time to first contact (speed-to-lead)
- Follow-up response rate
Tracking these KPIs helps assess not just productivity, but effectiveness.
How often should you review and adjust your appointment setting goals?
Best practice is to review goals monthly or quarterly, depending on your sales cycle. Weekly check-ins help assess pacing. Adjustments should reflect changes in product, market conditions, ICP fit, or team capacity. For early-stage teams, even biweekly adjustments can help fine-tune outreach strategies and improve pipeline consistency.
How do you balance quantity vs quality when setting appointment goals?
Start by defining what counts as a qualified meeting. Then set a baseline volume goal that aligns with your team’s bandwidth, and a quality target (e.g., 80% of meetings should meet ICP). Use KPIs like show rate and conversion to opportunity to find your ideal mix. If meeting quantity is high but conversion is low, it’s time to optimize for quality.