Methodology · updated Sept 2026

What goes into a RepVantage brief, where it comes from, and what it refuses to make up.

A brief is only worth carrying into an account if you know how it was built. This is the published method: the inputs, the public sources, the shape of the output, the rules, the limits, and a checklist you can run on any tool, ours included.

Pull a free brief See the comparisons

A RepVantage brief is researched live from public sources at the moment you pull it: the account's own site and social posts, its Google listing and reviews, local and trade press, public professional profiles and staff pages, public records where they exist, and review and community sites. It returns a take, five signal scores with evidence lines, a dated timeline, named decision-makers, likely objections with their triggers, and openers. It never invents a name, date, number, quote, or contact detail; when the public web is thin, it says so and leaves the field empty. It reads your calendar so it knows which accounts are next and adds an event only when you schedule a visit, and it never connects to a CRM.

Four inputs. Nothing you have to migrate.

A brief starts from the account and your context, not from a database you had to load first.

The account

A name on your calendar, or a name you type. Either way the brief is about one real business at one location.

Your industry pack

You pick the closest of 77 industry packs in onboarding. The pack decides which signals matter, what the buyer is called, and the language the brief uses.

Your territory

City and state, confirmed in onboarding, so a common business name resolves to the right location and local press is local.

What you saw last time

When you re-open a saved account, the brief is diffed against your last pull, so what changed is marked as new.

Public sources, read live when you pull.

Everything in a brief is findable on the public web. The work is finding it fast, reading it through your industry, and saying what it means for the door.

The business itself

Its website, its menu or service pages, its social posts, its careers page, its own press releases.

Its Google listing

Hours, rating, review count, recent reviews and the trend in them, photos, and whether the listing is marked closed. Street-level imagery and place details when they are available.

Local and trade press

News about the account, the operator, the building, or the category, found by live web search. For many verticals a recent trade-press headline feed also runs in the background so a fresh category story reaches the brief.

Public professional profiles

Public LinkedIn profiles and staff directories for the named decision-makers: title, tenure, and whether they are new in the role.

Public records where they exist

Permits, new-location filings, and similar public records when they are findable. Not every account has them; the brief does not pretend otherwise.

Reviews and community

Review sites and community posts for the specific things a rep needs to hear: a surcharge complaint, a fill-rate miss, a kitchen change, a run of bad service.

The shape of every brief.

The same sections on every account, so you learn where to look. Empty means not found, never filler.

01

The take

A few sentences on the state of the account and the one thing to lead with.

02

Signal scores with evidence

Five scores from 0 to 10, each with two or three short evidence lines that say what the score rests on.

03

A dated timeline

Six to ten real events from roughly the last twelve months, each with a month and year: leadership changes, expansion, format changes, press, review-trend shifts.

04

Named people

The decision-makers found in public sources, with title, tenure, and a flag when they changed roles recently. Contact details appear only when they are publicly listed.

05

Objections with triggers

The three to five objections this account is likely to raise, each tied to the signal that causes it, with a one-sentence handle.

06

Openers

Three first lines for the door, ranked, each grounded in a real signal from the research, plus the discovery questions to follow.

What the brief will not do.

These are the rules the research follows on every pull. They are the reason the brief is worth carrying in.

01

Thin beats fake

When the public web is thin on an account, the brief says so and leaves the field empty. A short honest brief is the product; a confident invented one would end the relationship.

02

No invented names, dates, numbers, or quotes

A rating, a review count, a revenue estimate, or a person's name appears only when it was found. A plausible guess is treated as a fabrication.

03

Contact details only from public listings

An email, direct line, or handle shows up only when it is publicly listed by the business, a press release, a public profile, or a staff directory. No pattern guessing.

04

Closures are flagged

If the public web clearly shows the business has closed, the brief says so up front instead of preparing you for a visit to an empty storefront.

05

Research runs when you pull

A fresh brief is researched live at the moment you ask for it. When you re-open one you already ran, it can come from cache, labeled with how long ago it was researched, so you always know how current it is. If live research cannot run, the brief says so in a red panel and offers a retry rather than showing old data as new.

06

Synthesis, not a link dump

The brief reads as one document. Today it does not footnote every line with a URL; the dated timeline and the evidence lines under each score are where you see what the read rests on.

Seven checks before you trust a brief.

Ours or anyone else's. Pull a brief on an account you already know well and ask these questions of it.

Does it name what it could not find, or does every field look full?

Are the timeline events dated, and do the dates hold up when you spot-check one?

Is there evidence under each score, or just a number?

Are the people real, with a title and tenure you can verify on a public profile?

Does it ever hand you a contact detail that is not published anywhere?

What does it read from your calendar, can you see the scope, and does it ever write to it without you asking?

Who can see your usage, and is there a manager seat you did not ask for?

What the brief reads from you.

Calendar

Reads your calendar so it knows which accounts are next. Adds an event only when you schedule a visit. Nothing is shared or sold. Skip it and type the account instead if you would rather not connect.

CRM

None. RepVantage never reads or writes a CRM, on any plan.

Who sees your usage

On the rep plans (PREP, PITCH, CLOSE) nobody: no admin dashboard, no activity log, no manager seat. The team tier, DOMINATE, adds an admin layer for teams of five or more.

Selling your data

Never. The privacy policy covers what is collected and why.

Full detail in the privacy policy and the terms of service, which also state plainly that briefs are informational starting points for your own judgment, not promises about any account or outcome.

Direct answers.

How accurate are AI-generated sales intelligence briefs for field sales?

Accurate to the public web on the day you pull them, and honest about the gaps. Every fact in a RepVantage brief comes from live research of public sources, and a field that could not be grounded is left empty rather than filled with a guess. AI models can still misread a source, so treat a brief as a prepared starting point and verify a name or number before you quote it to a buyer.

Which field sales intelligence tools show dated sources for their account signals?

RepVantage dates every timeline event by month and year and shows two or three evidence lines under each signal score, so you can see what the read rests on. It does not yet footnote each line with a URL. Among the other tools buyers ask about, ZoomInfo, Apollo, and Cognism publish pages on how their contact data is sourced; the field routing tools generally do not publish a sourcing method.

What should a buyer check before trusting an AI sales intelligence tool with public account research?

Whether it admits what it could not find, whether its events carry dates, whether scores come with evidence, whether its people are verifiable on a public profile, whether it ever invents contact details, what it reads from your calendar and whether you can disconnect, and who can see your usage. Run those checks on RepVantage with a free brief on an account you already know well.

Are RepVantage's sales intelligence briefs trustworthy, and what sources does it use?

The sources are the account's own site and social posts, its Google listing and reviews, local and trade press, public professional profiles and staff pages, public records where they exist, and review and community sites. The brief follows a fixed set of rules: no invented names, dates, numbers, or quotes; contact details only from public listings; closures flagged; research run live at pull time; gaps stated plainly. This page is the published method.

What does RepVantage read from my calendar, and where does my data go?

It reads your calendar so it knows which accounts are next, and adds an event only when you schedule a visit. Nothing is shared or sold. RepVantage never connects to a CRM, and on the rep plans there is no admin dashboard, activity log, or manager seat.

Check it yourself

Pull a brief on an account you know cold.

That is the only test that matters. Three briefs a month are free, no card, no CRM. If the brief reads the place the way you do, keep going. If it does not, tell us what it missed.

Start free Report a miss