A ChatGPT Prospecting Workflow: 10 Prompts That Work
ChatGPT is useful for prospecting when you treat it as a fast research assistant and first-draft writer, not as an autopilot. The prompts that work share three things: real context about the prospect, one clear task, and a required output format. Vague prompts like "research this company" produce vague, generic results that nobody should send.
HubSpot's guide to ChatGPT for sales prospecting makes the same point and stresses that every AI-written message needs human review before sending, because models can invent details or misread someone's role. Below is a workflow and ten prompts you can adapt to your own team.
Set up the context once
Most bad AI prospecting output comes from missing context. Give the model a standing brief so you are not retyping it in every chat. In ChatGPT, custom instructions or a project are the simplest places to keep it.
- Your ICP: industries, company size, regions and the job titles you sell to.
- Your offer: what you sell, the problem it solves, and two or three proof points you can actually back up.
- Your voice: tone, length limits and phrases you never use.
- Hard rules: never invent facts, flag anything uncertain, and ask when information is missing.
Research prompts
Research is where AI saves the most time, as long as you verify what it tells you. Paste in real material, such as the prospect's About page or a recent announcement, rather than asking the model to recall facts from memory.
- Account brief: "Using the text below from [company]'s website, summarise what they sell, who they sell to, and three likely challenges for a [job title] there. Mark anything you are inferring."
- Trigger check: "From this news item and job posting, list any signals that [company] might need [your category] now, and explain why in one line each."
- Fit score: "Score this account against our ICP on a scale of one to five, showing the reason for each criterion. Say which information is missing."
Outreach prompts
Once research is done, use the model to draft, not to decide. Short, specific messages that reference one real observation beat long templates every time.
- First email: "Write a cold email under 90 words to [name, title] at [company]. Open with this observation: [fact]. Connect it to one problem we solve. End with a low-effort question, not a meeting request."
- LinkedIn note: "Write a connection request under 250 characters that mentions [shared context] and contains no pitch."
- Call opener: "Give me a 20-second phone opener for [title] at [company] and the three objections I am most likely to hear, with a one-sentence response to each."
Follow-up and sequence prompts
Follow-ups are where most prospecting falls apart, because reps run out of new angles. AI is good at generating fresh angles, as long as each one adds something useful.
- No-reply follow-up: "My first email to [name] got no reply. Write a follow-up under 70 words that adds one new, useful angle and does not say 'just checking in'."
- Multi-touch sequence: "Draft a five-touch sequence over three weeks across email and LinkedIn for [persona]. Each touch must have a different reason to reach out."
- Discovery prep: "I have a discovery call with [name, title]. Using the notes below, list eight open questions and the two things I most need to learn."
- Call recap: "Turn these call notes into a short recap email with agreed next steps, owners and dates."
Guardrails that keep AI outreach safe
The risk with AI prospecting is not bad grammar. It is confident errors sent at scale under your name. Put simple rules in place before anyone on the team sends AI-drafted messages.
- Never send without a human reading every line.
- Verify every fact about the prospect against a source you can see.
- Remove any statistic or claim you cannot back up yourself.
- Keep personal data out of prompts unless your company's AI policy allows it.
- Check local rules on cold outreach before emailing new regions.
Start with warmer prospects
Prompts improve the quality of outreach, but the biggest lever is still who you contact. A perfectly personalised email to someone with no current interest will usually be ignored. The best prospects are the ones already showing intent, such as people researching your category or visiting your pricing page.
That is where website visitor identification helps. Happierleads identifies the person and company behind a share of your website visits, scores them against your ICP, and can hand you a name, role and the pages they viewed. Feed that into prompt one or four above and your research starts from genuine intent instead of a cold list.
How to roll this out on your team
Do not hand the team a list of 50 prompts. Start small and improve based on what actually gets replies.
- Pick three prompts: account brief, first email and no-reply follow-up.
- Write the standing context once and share it with the team.
- Save the best outputs, with the prompt that produced them, in a shared library.
- Review reply rates monthly and retire prompts that do not perform.
The takeaway
ChatGPT speeds up prospecting when you give it real context, ask for one thing at a time, and review everything before it leaves your outbox. Start with research and first drafts, point the work at prospects already showing intent, and build a small prompt library from what actually earns replies. The time you save on prep should go into better conversations, not more volume.
Want to know which companies visit YOUR website?
Happierleads identifies the exact decision-makers visiting your site — name, email, role, and company — in real time. Your first 500 web-visitor identifications are on us. No credit card required.
visibility Claim 500 free identificationsYou might also like
Website visitor identification — frequently asked questions
How does B2B website visitor identification work?
Website visitor identification works by matching anonymous website traffic to a database of known business profiles. A lightweight tracking pixel captures signals from each session. Happierleads cross-references those signals against our proprietary permissioned publisher network — revealing the exact person (name, work email, LinkedIn profile) behind the visit, not just the company via reverse IP lookup. Person-level identification is available across 174+ countries; company-level identification works globally. Learn how our identification technology works →
What contact data does Happierleads provide for each identified visitor?
For each identified B2B website visitor you receive: full name, verified work email address, LinkedIn profile URL, job title, company name, company domain, company size, and industry — plus the specific pages they visited on your site and the duration of each session. All plans also include third-party intent signals showing what topics each identified company is actively researching across the web. See full plan details and pricing →
Does Happierleads have a Free trial?
Yes — Happierleads offers a 7-day free trial with no credit card required. During the trial you get 100 identified B2B website visitors, including full person-level data: name, verified work email, and LinkedIn profile. You can explore the full dashboard, connect your CRM, and see exactly which companies and individuals are visiting your site before committing to a paid plan. After 7 days, plans start at $99/month for 300 identified visitors. Cancel anytime — no obligation and no cancellation fees.
What is Happierleads?
Happierleads is a B2B website visitor identification platform that de-anonymizes your anonymous website traffic and turns it into actionable sales pipeline. Unlike reverse IP lookup tools that show only a company name, Happierleads identifies the exact person behind each visit — including their verified work email, LinkedIn profile, job title, and real-time buying intent signals — across 174+ countries. The platform combines visitor identification, AI lead scoring, intent data, email waterfall enrichment, built-in CRM integrations, and outreach sequencing in one place. Used by 20,000+ B2B teams globally, starting from $99/month.
Who typically uses Happierleads?
Happierleads is used by B2B SaaS companies, marketing agencies, professional services firms, and enterprise sales teams. Sales development reps (SDRs) use it to identify warm, in-market visitors and prioritise outreach by ICP fit score. Marketing teams use it to attribute revenue to specific campaigns, retarget high-intent accounts, and reduce wasted ad spend. Agencies use it to run visitor identification across multiple client websites from a single dashboard. Any B2B company investing in content marketing, paid search, or account-based marketing (ABM) will benefit from knowing exactly who is visiting their site and what they are researching.
How is this different from Clearbit, 6sense, or Demandbase’s Website Identity Solutions?
Most companies rely on ‘Reverse IP Lookup’ technology to connect IP addresses with company names. At Happierleads, we use a completely different approach—our fully-permissioned, proprietary publisher network—allowing us to identify the exact individuals visiting your website. Discover how we identify your site visitors →
Why is Happierleads ranked number #1 for data quality on G2 and Capterra?
Happierleads ranks #1 for data quality because we identify visitors through a fully-permissioned publisher network — not just reverse IP lookup. Every identified person has opted in through a publisher partner, giving us verified person-level data rather than probabilistic company-level guesses. We also apply automatic bot and ISP filtering to eliminate non-qualifying traffic, AI lead scoring to surface your highest-fit visitors, and real-time LinkedIn verification to ensure contact data is current. On G2 and Capterra, users consistently cite data accuracy and match rates as the primary reason they choose Happierleads over alternatives like Leadfeeder, Lead Forensics, and Clearbit.
What about U.S. state privacy laws, like the California CCPA and CPRA?
Yes — Happierleads is compliant with CCPA, CPRA, and other U.S. state privacy regulations. Our person-level identification uses data sourced from a fully-permissioned publisher network, meaning all identified individuals have opted in through a compliant consent framework. If your business already meets these state-level requirements, using Happierleads will not change that compliance status. We identify exact visitors in 174+ countries including the US, Canada, and Australia. For GDPR-restricted EU countries, we use reverse IP lookup to provide company-level data only, keeping you fully compliant with European privacy law.
How accurate is the visitor identification?
Most reverse-IP tools only identify the company. We go further — using our permissioned publisher network we identify the exact person behind the visit and enrich them with verified work email and LinkedIn data. Match rates depend on traffic geography, but customers typically see person-level identification on 30–55% of B2B sessions and company-level on 80%+.
How long does setup take?
About 5 minutes. Sign up, paste a single tracking snippet into your site (or install our GTM template / WordPress plugin), and identified visitors start appearing in your dashboard within a few hours. No engineering project required.
What if my website doesn't get much traffic?
You don't need huge traffic to win — most of our customers have under 10,000 monthly visitors. Even on lower-traffic B2B sites a handful of identified buyers per week often pays for the tool many times over. You can also pair it with our 175M-contact database and outreach engine to build pipeline beyond just your site visitors. And if your own traffic is still growing, we also provide third-party intent signals — data from across the web that tells you which companies are actively researching solutions like yours right now, so you can reach them even before they land on your site.
Does it integrate with my CRM and outreach tools?
Yes. Push identified leads directly into HubSpot, Salesforce, Pipedrive, Zoho, GoHighLevel, Slack, or anything that supports Zapier and webhooks. CSV export is available on every plan, and our built-in email and LinkedIn outreach engine lets you act on identified visitors without leaving Happierleads.
How does Happierleads pricing work?
Happierleads uses usage-based pricing — you choose how many identified B2B website visitors you need per month and pay only for that volume. Plans start at $99/month for 300 leads (around $0.33 per lead). As your volume grows, your cost per lead drops significantly — reaching as low as $0.06/lead at scale. Add-ons like LinkedIn verification (+$0.02/lead) and email waterfall (+$0.03/lead) are billed on actual usage, so you only pay for what you use. Session recordings are included free.
Is there a minimum contract? Can I cancel anytime?
No minimum contract — you can cancel your Happierleads subscription at any time with no cancellation fees and no questions asked. Monthly plans are billed month-to-month. Annual plans are billed upfront and save you 30% compared to monthly billing.
What's included on every Happierleads plan?
Every Happierleads plan includes company-level and person-level visitor identification (name, verified work email, LinkedIn profile), AI lead scoring, third-party intent data signals, CRM integrations (HubSpot, Salesforce, Pipedrive, and more), a built-in email sequencer, and unlimited team seats. There are no per-seat charges — your entire team can use the platform at no extra cost.
Do you offer an annual billing discount?
Yes — switching to annual billing saves you 30% compared to monthly pricing. Annual plans also include a free 175M-contact B2B database (normally worth $500+/mo separately). The 30% discount applies to your base plan; add-ons are billed on actual monthly usage.
Is Happierleads cheaper than Lead Forensics, Leadfeeder, or Clearbit?
Yes — significantly cheaper. Lead Forensics starts at around $1,000/month, Clearbit Reveal at $1,500+/month, and Albacross at $500+/month. Happierleads starts at $99/month and includes person-level identification (name, email, LinkedIn) — a capability most competitors don't offer at any price tier. Our usage-based model also means you're never paying for leads you didn't receive.
Can I upgrade or downgrade my plan at any time?
Yes. You can adjust your lead volume up or down at any time — no lock-ins or upgrade fees. Upgrades take effect immediately and you'll be pro-rated for the remainder of the billing period. Downgrades take effect at the start of your next billing cycle.
What is the best B2B website visitor identification software?
The best B2B website visitor identification software depends on your budget, geographic coverage needs, and whether you need company-level or person-level identification. Happierleads consistently ranks #1 for data quality on G2 and Capterra in the visitor intelligence category — combining person-level identification (name, verified work email, LinkedIn), built-in outreach automation, AI lead scoring, and intent data in a single platform from $99/month. Enterprise alternatives like Lead Forensics ($1,000+/month), Clearbit Reveal ($1,500+/month), or Albacross ($499+/month) identify companies only and charge significantly more. Compare Happierleads to every major alternative →
Can I identify website visitors without cookies?
Yes — Happierleads identifies B2B website visitors using a cookieless, privacy-first method through our permissioned publisher network. Rather than relying on third-party cookies (which are being deprecated), we match first-party session signals to known B2B profiles. This means your identification rates are not affected by browser cookie restrictions, iOS privacy updates, or ad-blockers. For EU visitors under GDPR, we fall back to company-level reverse IP identification, which requires no personal data processing and keeps you fully compliant.
Is Happierleads GDPR compliant?
Yes. Happierleads is fully GDPR compliant. For EU-based visitors, we use company-level reverse IP lookup only — no personal data is processed without a lawful basis, so GDPR requirements are met by design. Person-level identification (name, email, LinkedIn) is only applied to visitors in countries outside the GDPR jurisdiction, such as the US, Canada, and Australia. Happierleads is also SOC 2 Type II certified and CCPA compliant. You can review our full Data Processing Agreement (DPA) and privacy documentation at any time. Read our privacy policy →
How does Happierleads compare to RB2B?
RB2B identifies US-based website visitors at the person level using email-based matching and delivers results to Slack. Happierleads goes significantly further: our permissioned publisher network covers 174+ countries (not just the US), and the platform is a complete B2B revenue tool — not just identification. Happierleads includes intent data across 353 buying-signal topics, AI lead scoring, a built-in email sequencer, inbox engine, CRM integrations (HubSpot, Salesforce, Pipedrive), and free session recordings. Both tools start at $0 for a free tier, but Happierleads paid plans include unlimited team seats and no per-seat charges. Full RB2B vs Happierleads comparison →
Does Happierleads work with WordPress, Webflow, Shopify, and other platforms?
Yes — Happierleads works with any website platform. We have a dedicated WordPress plugin, a Google Tag Manager template, and a one-snippet installation that works with Webflow, Shopify, Squarespace, HubSpot CMS, Wix, custom-built sites, and any platform that allows you to add a script to your site header. Setup takes under 5 minutes regardless of your tech stack. Identified visitors begin appearing in your dashboard within hours of installation — no developer required.
How does B2B website visitor identification help with lead generation?
B2B website visitor identification turns your existing website traffic into a direct lead generation channel. Instead of waiting for visitors to fill in a contact form — which only 2–5% of B2B visitors ever do — you can identify the other 95% by company and person, see what pages they viewed, filter by ICP criteria (company size, industry, job title), and reach out directly. Customers typically see a 3–10× increase in qualified pipeline from the same amount of traffic after installing Happierleads. Combined with built-in intent data showing which companies are actively researching your category, you can surface in-market buyers both on your site and across the web. See how visitor identification works →
Can Happierleads be used for account-based marketing (ABM)?
Yes — Happierleads is purpose-built for account-based marketing. You can filter identified visitors by target account, company size, industry, and AI ICP fit score to build prioritised ABM lists. When a company from your target account list visits your site, you can trigger real-time alerts to your sales team, automatically sync the visit to your CRM, or launch a personalised outreach sequence. Intent data across 353 buying-signal topics shows which of your target accounts are actively researching solutions like yours — even before they land on your site — so you can engage at exactly the right moment. Native integrations with HubSpot, Salesforce, and Pipedrive make it easy to align visitor intelligence with your wider ABM motion. See how marketing teams use Happierleads →
