Walk into every call knowing what the account is building, who just joined, what they're hiring for and how your product stacks up against the one they use now. The Firecrawl plugin lets ChatGPT pull that from Firecrawl Alexandria, with Apollo, FullEnrich and PeerSpot supplying the records.
Best for
- Account executives preparing for a discovery or renewal call in ten minutes.
- SDRs who want a real reason to reach out, such as a launch or a hiring push.
- Sales engineers handling "we already use X" with actual user reviews.
Plugins and data providers
Plugin: the Firecrawl plugin. It brings company, people and review data into ChatGPT from Firecrawl Alexandria, with each priced lookup billed to the Firecrawl account you connect and no Apollo or FullEnrich seat required.
Data providers in Firecrawl Alexandria
| Provider | Tool | How sales teams use it |
|---|---|---|
| Apollo | Company enrichment | An account snapshot from a domain: headcount and growth, funding rounds, industry and the tools they run. |
| Apollo | Company news search | Recent articles about an account, tagged by category such as launches, hires or investment. |
| Apollo | Company job postings | Open roles, a signal of where the account is investing. |
| Apollo | Person search | A no-cost look at the people in a role at the account, each marked with whether Apollo holds an email. |
| FullEnrich | Company search | Accounts by industry, headquarters, headcount, technologies and founding year. Charged per company returned. |
| PeerSpot | Compare | A matchup of two software products: ratings out of 10, how many reviews each has, and what users say about price, support and payback. |
Explore Firecrawl Alexandria data providers across categories
Starter prompt
Swap in the account and your own product's category:
@firecrawl I have a discovery call with Linear (linear.app) tomorrow. Use
Apollo in Firecrawl Alexandria, show each tool's price before running it,
and keep to free tools until I approve paid ones.
Give me a call prep sheet:
- Snapshot: headcount, 12-month headcount growth, funding to date and
latest round, and the sales and data tools they use.
- What's new: the five most recent news items, with dates and links.
- Hiring: open roles grouped by team.
- Who to ask for: previews of RevOps and sales leadership titles.
End with three discovery questions tied to what you found. Don't guess
at anything the tools didn't return.Before you start
- Add the plugin. Install Firecrawl in ChatGPT from the button below.
- Connect Firecrawl. Apollo's person search is free, and enrichment, news and job postings cost 30 credits each. Sign up if you're new.
- Accept FullEnrich's terms once. An organization admin agrees to FullEnrich's terms before anyone on the team can use it.
Limitations of using ChatGPT for sales without Firecrawl
Good sales prep is specific and current. Plain ChatGPT tends to be neither, for five reasons.
- No account data behind the answer. OpenAI notes ChatGPT can give incorrect facts, fabricated references and overconfident answers (OpenAI). Ask it about a mid-size company and it fills the gaps with plausible headcounts and tools.
- Old news presented as new. OpenAI's page also notes the model's knowledge ends at its training cutoff when no tool is involved, so last month's funding round or launch simply isn't there.
- Generic personalization. Without real signals, "personalized" outreach falls back to the company description, which every other rep is also using.
- B2B email is still regulated. According to the FTC, CAN-SPAM applies to business-to-business messages too (FTC), so an AI-written sequence needs an opt-out and a postal address.
- Volume can sink deliverability. Google asks senders to keep spam rates reported in Postmaster Tools below 0.3%, and bulk senders must support one-click unsubscribe (Google). Mass-produced emails that miss the mark push that number up.
How ChatGPT builds call prep from account data with Firecrawl
Call prep is one of the best uses for ChatGPT for sales, and the plugin assembles it from several lookups:
- Firecrawl Alexandria: the source of the account data. Apollo and FullEnrich are two of its 100+ official providers, each licensed and paid, and Firecrawl runs web, Research, Developer and Government indexes next to them. In Firecrawl's 845-task comparison, agents that could use Firecrawl Alexandria outscored agents on plain web tools by 21% for answer quality.
- Account snapshot and signals from Apollo: for linear.app, enrichment showed about 300 employees and 44% headcount growth over a year. Company news returned 33 articles, the newest a Sep 29, 2026 post on its Priority Inbox launch, and job postings listed 28 open roles.
- Lookalike accounts from FullEnrich: a search for software companies headquartered in Austin with 51 to 200 employees returned matching firms with headcount, founding year and LinkedIn page.
- Competitive answers from PeerSpot: pitting Snowflake against Databricks gave 8.4 versus 8.2 out of 10, plus users' comments on what setup cost them and how support responded.
Sales prep in ChatGPT with and without Firecrawl Alexandria
| ChatGPT alone | ChatGPT with Firecrawl Alexandria | |
|---|---|---|
| Account basics | A guess based on the company's description | Apollo headcount, growth, funding and technology list |
| Recent events | Ends at the training cutoff | Apollo news items with dates and links |
| Buying signals | Not available | Open roles and launches from the last few weeks |
| Who to talk to | Invented names and titles | Apollo previews of real role holders, free |
| Competitor objections | Generic talking points | PeerSpot ratings and quotes from real users |
| Source | No trail | Apollo and FullEnrich, official providers in Firecrawl Alexandria, plus PeerSpot reviews. Over 100 providers are in the catalog. Explore the catalog |
| Finding more accounts | A list from memory | FullEnrich company search by industry, location and size |
Build your own sales workflow
Adjust the prompt to your motion, whether that's ChatGPT for sales prospecting or a late-stage deal. For an SDR working a territory:
@firecrawl Find six software companies headquartered in Austin with 51 to
200 employees using FullEnrich. For the two with the fastest headcount
growth on Apollo, list their latest news and open sales roles.For an AE before a competitive deal:
@firecrawl My prospect uses Databricks and is looking at Snowflake.
Compare the two on PeerSpot and give me the three most common complaints
about each, with reviewer quotes I can reference on the call.Each prompt says which accounts, which signals and what to bring back, which keeps ChatGPT on records instead of filler.
Take it further
Draft a first email from a real signal
@firecrawl Using the latest Apollo news item for linear.app, draft a
three-sentence email to their Head of RevOps. Include an opt-out line and
a placeholder for our postal address.Prep a renewal
@firecrawl For notion.so, compare Apollo headcount growth over 6 and 12
months and list open roles in finance or operations. Flag signs of
expansion or cost-cutting.Research a public account
@firecrawl Pull the Risk Factors section from Snowflake's latest 10-K on
SEC EDGAR and tell me which risks our product could help with.Watch an account's careers page
@firecrawl Monitor https://linear.app/careers and tell me when new roles
appear.See the price list
@firecrawl Which tools can enrich a company, find its news or hiring, or
compare software reviews? List each with its price.What it costs
Checking what's available costs nothing, and so does asking for prices. A Firecrawl charge happens at the point ChatGPT calls a paid tool, and Firecrawl pricing lists plan details.
| Tool | Call prep step | Credits per call |
|---|---|---|
| Person search (Apollo) | Who holds the role | 0 |
| Company enrichment (Apollo) | Account snapshot | 30 |
| Company news search (Apollo) | Recent events | 30 per page |
| Company job postings (Apollo) | Hiring signals | 30 per page |
| Company search (FullEnrich) | Lookalike accounts | 5 per company returned |
| Compare (PeerSpot) | Competitive positioning | 5 |
ChatGPT reports the tool and the credits after each run.
[ Sales in ChatGPT ]
Install the Firecrawl plugin and prep every call with real account data. Apollo's person search is free.
Related use cases
- How to generate B2B leads in ChatGPT: build a prospect list and reveal verified work emails.
- How to find someone's work email in ChatGPT: one contact at a time.
- How to find startups that just raised money in ChatGPT: fresh funding as a reason to reach out.
Coverage limits
- Previews before contacts. The free Apollo search shows first names and titles only; a full contact is a separate, paid reveal, limited to work details.
- Signals need judgment. News items include mentions in other companies' posts, so read the snippet before treating it as the account's own announcement.
- No CRM access. These tools don't read or write your CRM. Paste notes in only if your company's policy allows it.