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Research

Know exactly what to work on next

An AI visibility audit that runs itself. Five research agents read the answers, the pages AI cites and your site, then rank the work that will move you most.

Research

How a research run works

About ten minutes, start to finish. Every finding lands in your plan with the answers and pages behind it.

STEP 01

Reads the answers

It reads what every AI says for each question your buyers ask, and counts who gets named.

STEP 02

Opens the pages AI cites

It follows every citation and notes what those pages cover that yours don’t.

STEP 03

Ranks the work

Every finding goes into one plan, highest impact first.

The five agents

One agent for each kind of work

01

New pages

Finds questions no page answers, and sketches the pages to fill them.

  • Gaps
  • Comparisons
  • Best-of lists
02

Page edits

Reads your pages next to the ones AI cites, and finds what yours leave out.

  • Missing claims
  • Positioning
  • Wrong facts
03

Technical

Crawls your site and checks what stops AI from reading it.

  • robots.txt
  • Sitemap
  • Schema
  • llms.txt
acme.comCrawled 214 pages
robots.txtBlocks GPTBot from /docsFix
sitemap.xml212 pages, 9 missingFix
llms.txtNot foundFix
SchemaFAQ and Product on /pricingFine
Load timeDocs render without JavaScriptFine
04

Outreach

Finds the lists and reviews AI cites, and the ones you are missing from.

  • Listicles
  • Review sites
  • Roundups
05

Community

Scans the threads AI quotes, and reads what people are asking.

  • Reddit
  • Forums
  • Q&A
Threads AI quotes4 found this week
r/crmCRM that actually syncs with Gmail?Quoted by PerplexityOpen
r/smallbusinessWhat do 5-person agencies use for clients?Quoted by ChatGPTOpen
Hacker NewsAsk HN: lightweight CRM with an APIQuoted by ClaudeAnswered
r/agencyHubSpot alternatives that are not $800/moQuoted by AI OverviewsOpen
Every finding

Grounded, ranked and ready to hand off

Sources on every finding

Each one links to the answers and pages behind it.

Ranked by impact

The biggest wins sit at the top of the plan.

About ten minutes

A full research run, start to finish.

Point it where you want

Set a focus and research follows it.

Done by Jam or your agent

Every finding becomes an action you can hand off.

Runs again as you ship

When the plan runs low, Jam researches again.

FAQ

What does a research run read?

The AI answers for every question you track, the pages those answers cite, your own site, and the community threads AI quotes.

How long does research take?

About ten minutes. You can watch the agents work, and every finding appears in your plan as soon as the run ends.

Does Jam make claims it cannot back up?

No. Every finding links to the answers and pages it came from, so you can check it before anything is written.

Can I steer what it looks at?

Yes. Set a focus, such as a product line or a competitor, and research weighs its findings toward it.

What happens after research?

Each finding becomes an action in your plan. Have Jam do it, or copy the prompt into your own agent.

Stop guessing what to write.