CallingProspect

Capability 01

AI prospect research that explains the business, not just the URL

Prospect research is the first stage of the CallingProspect workflow. You give it one anchor — a website, an Instagram or Facebook profile, or a screenshot — and it returns a structured profile of the business built from the public sources it can actually reach.

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In one sentence

AI prospect research is the automated collection and structuring of public information about a business so a salesperson can understand it before making contact.

How it works

The sequence, step by step.

  1. 1. Anchor

    You supply one starting point: a website, a social profile, or a screenshot of a post.

  2. 2. Discovery

    CallingProspect follows the anchor to the other public sources it exposes — site pages, social profiles, listings and review surfaces.

  3. 3. Extraction

    Each reachable source is read and mapped into a fixed set of intelligence fields rather than a wall of scraped text.

  4. 4. Evidence

    Every field carries the source it came from and a confidence grade, so nothing reads as fact when it is an inference.

What a research run produces

A research run returns one structured report covering the business itself, the people behind it, the opportunity, and what to do about it. It is designed to be read in under two minutes before a call.

  • Business profile: positioning, services, audience, pricing signals and tone
  • Owner and contact intelligence drawn only from publicly listed information
  • Opportunity analysis with a 0–100 score and the reasoning behind it
  • Hooks, likely objections and recommended next actions
  • Personalized outreach drafts for the channels the business actually uses

Why evidence and confidence matter

Most AI research tools present guesses in the same typeface as facts. CallingProspect labels each field with where it came from and how confident the extraction is, and flags conflicts when two sources disagree. You can edit any field, and your edit is marked as user-provided so later enrichment never silently overwrites it.

Progressive enrichment

Research is not a one-shot job. When a field is missing or weak, you can point CallingProspect at additional sources — a LinkedIn page, a directory listing, a second site — and it re-reads them, fills gaps and raises coverage without discarding what you already verified.

What changes

What you get out of it.

  • Walk into every conversation knowing how the business makes money
  • Stop copying notes between tabs, documents and spreadsheets
  • See exactly which claims are verified and which need checking

Keep reading

Related capabilities.

Sales intelligence

Turn public business signals into sales intelligence, buying context, opportunity analysis, prioritization, and clear next actions.

Personalized outreach

Draft personalized sales outreach from real prospect research, with channel-aware messages that users review and control before use.

B2B prospecting

Find, research, prioritize, and contact business prospects with connected sales intelligence, outreach, simulation, and follow-up tools.

Research your next prospect in the next five minutes.

Start free. No card required to run your first researches.

Start free