Agents that know marketing.
Research, ideas, content, coverage and reports, done deeper and faster from a chat. Built from 15 years of client work.
What do you want to get done?
What do coffee subscribers complain about across the market?
- Map the companies in the market
- Read customer reviews across the category
- Group the complaints into themes
- Map the companies in the market
- Read customer reviews across the category
- Group the complaints into themes
Read 2,140 customer voices across the market. Delivery timing is the loudest complaint.

Tern Coffee is a dummy company. The result card is the real one from Fractl Agents.
Chatbots alone settle on generic answers.
Client work needs what a chatbot lacks: client data, our team’s methods, and checks at every step.
Pitch idea for Tern CoffeeHow old is “fresh”? Roast dates from 40 coffee subscriptions
Built into Fractl Agents
All four arrive together: tools that follow our team’s methods, plus dozens of Plays, whole marketing jobs, written down as steps.
“There is no clever prompt that skips this work. There is only the work.”
Tern Coffee is a dummy company and the ideas are illustrations; the story comes from Daniel Tynski’s letter.
One request, two records.
Your team needs answers that fit the client, not advice that fits any site. Inside Fractl Agents, the same AI keeps working until the answer fits.
A chatbot on its own
“Which pages on harborbikes.example should we fix first?”
The chatbot answers with three tips:
“Improve page speed.” “Add meta descriptions.” “Write more blog posts.”
The chatbot stops there. The advice fits any site.
The same AI inside Fractl Agents
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The request
“Which pages on harborbikes.example should we fix first?”
Maya, on your team, asks.
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Knows the client
Opens the Harbor Bikes profile and the client’s Google Search Console
Harbor Bikes sells e-bikes in Seattle. Last spring’s audit is on file.
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A person answers
Asks Maya one question: whole site or e-bikes only?
Maya answers: the whole site.
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A person approves
Maya approves a five-step plan
Nothing ran before Maya approved the plan.
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Data a chatbot can’t reach
Crawls 312 pages, then pulls rankings and backlinks
Ranks for 1,206 keywords. Links from 214 sites. Speed tested on 40 page types.
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Our team’s way of working
Runs our analysts’ audit steps on 58 key pages
Fixes ranked by clicks. The commuter e-bike page leads with 1,840 clicks a month.
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Checks, round after round
Checks 8 findings against the crawl, drops 2
Broken links in the main menu.Dropped: the crawl found none. -
The deliverable
One page to fix first, ready for your team’s review

Claude and Codex bring the same kind of model. The difference is who builds and keeps the tools, data and checks around the AI. Fractl Agents arrives with those built.
Harbor Bikes and Maya are made up. The records are drawn; the card is the real one from Fractl Agents.
What kind of work can Fractl Agents do?
Most marketing jobs need the right data first and something usable at the end. Each tile below is one built-in tool and what that tool returns, from a ranked list to a finished report.
Fractl Agents has 158 built-in tools drawing on more than 60 data sources and services. The tiles are the marketing tools; the other tools do supporting work inside those jobs.
AI visibility checkA visibility report with citations and a comparison tableSearch and AI visibility
Local map rank gridA map grid of rankings and a report bundleSearch and AI visibility
Infographic makerAn infographic with an accuracy scoreContent and creative
Information gain finderA territory report and content briefs with source quotesIdeas and data
Market voice researchA market map, company roster and customer reportResearch
Social content packageCarousel, videos, reel and audiogram draftsContent and creative
Explainer video makerA branded explainer videoContent and creative
Campaign coverage trackerA coverage report and a placements spreadsheetPR and distribution
Journalist dossierA journalist dossier with contacts and pitch guidancePR and distribution
Idea stress testA strength score, ranked weaknesses and fixesIdeas and data
Campaign idea generatorAn ideas report with headlines and how to prove eachIdeas and data
Full site auditAn interactive site dashboard with prioritized fixesSearch and AI visibility
Business review analysisA customer voice report with themes and a fix listResearch
Reddit community researchA community research report and thread mapResearch
Data story minerRanked story angles with the numbers behind eachIdeas and data
Survey builderA survey plan and SurveyMonkey-ready question blockIdeas and data
Multi-AI consensus checkA consensus report and an editable summaryResearch
Meme makerFinished meme imagesContent and creative
Hidden AI search mapA query map and a pitch list of cited pagesSearch and AI visibility
AI citation targetsA ranked target list with how to get on eachSearch and AI visibility
Client report writerAn editable client report, ready to shareClient reporting and monitoring
Unlinked mention finderA ranked spreadsheet and outreach reportPR and distribution
Podcast audience estimateDownloads per episode, a range and a size tierPR and distribution
Influencer finderA ranked, contactable influencer listPR and distribution
Headline writerHeadline and hook options per channelContent and creative
Research-backed writerA publishable draft and a verification reportContent and creative
Original research sprintA cited briefIdeas and data
Search traffic diagnosisAn executive brief, client report and evidence appendixSearch and AI visibility
AI comprehension checkScores, the exact misreads and a ranked fix listSearch and AI visibility
Trend finderA ranked trend list with evidence and campaign anglesIdeas and data
Wikipedia strategistA notability verdict and cited draftPR and distribution
Data story angle finderGraded story angles with data and caveatsIdeas and data
Competitor reportA you-versus-them scoreboard and action planClient reporting and monitoring
Audience sourcesRanked sources by audience fit, plus demographicsResearch
Media list enrichmentAn enriched media list with emails and flagsPR and distribution
Pitch email drafterDraft emails with subject lines, ready for reviewPR and distribution
Influencer dossierA partnership dossier and outreach playbookPR and distribution
B2B reputation scanA reputation report and a source spreadsheetResearch
Podcast episode makerAn mp3 episode, script and show notesContent and creative
Talking head videoA lip-synced talking-head videoContent and creative
AI accuracy auditAn accuracy score and quoted, fact-checked findingsSearch and AI visibility
AI citation optimizerTitle and meta rewrites with the evidence behind themSearch and AI visibility
Search question mapA demand-ranked question list and intent reportSearch and AI visibility
Content opportunity finderA prioritized topic list grouped into content pillarsSearch and AI visibility
Page technical auditScores and fixesSearch and AI visibility
Image and video generatorAn image, video or audio fileContent and creative
Data analysis and codeAnalysis results, charts and output tablesIdeas and data
Transcription and quotesA transcript, quotes, clip links and subtitlesContent and creative
Local angle finderRanked local story ideas and a pitch-line workbookIdeas and data
Short-form video strategyA strategy reportIdeas and data
LinkedIn activity briefA LinkedIn brief and a spreadsheet of postsResearch
Newsjacking finderA list of timely hooks with suggested anglesPR and distribution
Best-of list finderA ranked outreach tracker of list targetsPR and distribution
Media request matcherRanked request matches with contacts and anglesPR and distribution
Story spread reportWhere stories spread furthestPR and distribution
Content refresh auditA prioritized refresh report and priority matrixSearch and AI visibility
Content brief and auditA content brief or page audit, with scoresSearch and AI visibility
AI training data footprintA footprint report across open training datasetsSearch and AI visibility
AI writing detectorA verdict per page and a ranked rewrite listContent and creative
AI humanizerRewritten text plus a before-and-after detector scoreContent and creative
Editorial fact checkA fact-check report with suggested correctionsContent and creative
Survey results analysisA findings brief and analyst reportIdeas and data
Dataset finderA ranked shortlist of verified datasetsIdeas and data
Public data explorerA digest of data signals and dataset leadsIdeas and data
Public statistics pullerNumeric data series with source detailsIdeas and data
Interactive tool ideasRanked tool concepts with build specsIdeas and data
Voice clonerA saved cloned voice for future narrationContent and creative
Cloned-voice voiceoverA voiceover audio fileContent and creative
Image editorEdited images, packshots or an alt-text tableContent and creative
Video and motion editorA finished videoContent and creative
Branded document makerA branded PDF, Word document or slide deckContent and creative
Page change previewA live preview and a change spec for developersContent and creative
Meeting notetakerMeeting notes and a client recapClient reporting and monitoring
Client knowledge answersA cited answer that labels each fact's sourceClient reporting and monitoring
Reddit mention auditA mention report and a list of threads worth joiningClient reporting and monitoring
Newsjacking monitorA scheduled opportunity digestClient reporting and monitoring
LinkedIn brief monitorA scheduled LinkedIn digestClient reporting and monitoring
Media outreach campaignsA campaign with a scored journalist listPR and distribution
Media list segmentationA segmented media list with targeting notesPR and distribution
Media request libraryOpen media requestsPR and distribution
Newsletter searchNewsletters, issue excerpts or a publication profilePR and distribution
Podcast episode searchA list of matching episodesPR and distribution
News article searchA list of articles with authors and outletsPR and distribution
Social post publisherA published or scheduled postPR and distribution
Blog publishingBlog drafts with preview linksPR and distribution
Competitor ad lookupA list of the company's current adsResearch
Social post statsEngagement per post, rankedResearch
X (Twitter) searchA list of posts with authors and engagementResearch
Browser agentExtracted data and a summary of the sessionResearch
Forum searchA list of matching forum postsResearch
Reddit lookupReddit threads or comments to readResearch
Web search and readSearch results with the full page textResearch
Top pages scrapeA spreadsheet of top pages and their contentResearch
Ranking pages mapA table of ranking pages with keywords and trafficSearch and AI visibility
Organic keywordsA keyword ranking table with traffic estimatesSearch and AI visibility
Keyword rank trackerRank positions with the ranking URL per keywordSearch and AI visibility
Search competitor finderA list of search competitors with overlap metricsSearch and AI visibility
Domain SEO overviewHeadline SEO metricsSearch and AI visibility
Semrush backlink profileBacklink profile with top referring domainsSearch and AI visibility
Domain authority checkAuthority scores and link counts per domainSearch and AI visibility
Keyword search volumeA keyword table with volume, CPC and competitionSearch and AI visibility
Keyword idea expanderA list of related keywordsSearch and AI visibility
Local search resultsA list of local businesses with ranking positionsSearch and AI visibility
Google results pullerRanked results with snippetsSearch and AI visibility
Data file checkA findings table and, optionally, a cleaned copyIdeas and data
CMS posts tableAn editable table of existing postsSearch and AI visibility
Bulk contact finderA contact table with a status for each recordPR and distribution
See all 158 built-in toolsSee the kinds of marketing work, with example conversations
Tern Coffee, Harbor Bikes and Northwind HR are dummy companies. The result cards are the real ones from Fractl Agents.
Plans first, then the work.
Your team types a goal in plain words. Fractl Agents asks a question or two, then writes a step-by-step plan.
Each step in the plan names the tool that will run the step. Nothing runs until a person on your team approves and locks the plan.
Then Fractl Agents works through the steps, one by one.
What do you want to get done?
Plan a spring campaign for Harbor Bikes: a data story, a Seattle media list and pitches.
Should the pitches go to Seattle outlets only, or to national outlets too?
Seattle only.
The plan has six steps. Nothing runs until you lock the plan.
Harbor Bikes is a dummy company. The plan panel is the real one.
Common marketing jobs, ready to run.
A Play is a whole marketing job, written down as steps by our team. Fractl Agents has dozens of Plays.
Fractl Agents loads a Play and sets up the first step for your client. Your team can write new Plays too.
What do you want to get done?
The Play is loaded for Harbor Bikes. Step 1 is set up below.
- Pitch your story to the right journalistsFractl · 5 steps
- Get recommended in AI answersFractl · 3 steps
- Create demand nobody is searching for yetFractl · 4 steps
- Turn one study into a multi-format packageFractl · 4 steps
- Weekly review roundupYour team · 4 steps
Pick a Play to see the steps.
Find the journalists already covering your topic, verify their contacts, and load a ready-to-send outreach campaign.
- 1Find journalists covering your topic
- 2Verify their contact details
- 3Group them for tailored outreach
- 4Check the list before the list goes out
- 5Load them into a campaign
Real Plays from Fractl Agents, redrawn from the app. Weekly review roundup stands in for a Play your team writes.
Finished work, ready for your client.
A deliverable is the finished work your team hands a client or a colleague. Fractl Agents returns one at the end of each job that calls for one, in the right shape.
A deliverable moves through these stages, as the job needs.
- In the chatReady to open.
- EditedBy your team, in Fractl Agents.
- VersionedEvery version kept.
- ReviewedThe client comments through a link, no login.
- PublishedTo a site or social media, or saved as a PDF.
Turn the delivery-timing finding into a blog post for Tern Coffee.
An article’s path through the stages. Tern Coffee is a dummy company; Maya and Priya are made up. The canvas and the review page are redrawn from the app.
Your team makes every important call.
1Fractl Agents asks a question when a job is unclear.
2Bigger jobs start as a written plan. Nothing runs until a person locks the plan.
3Emails, messages and campaigns wait for a person to say yes.
4Publishing and paid data runs wait for the same yes.
5Clients review deliverables through a link. Your team makes the edits and publishes.
/Agent

Plan a spring campaign for Harbor Bikes: a data story, a Seattle media list and pitches.
One step needs your answer. The plan can lock after that.
Load the Seattle commuter survey pitch as a campaign for Harbor Bikes.
The campaign is loaded. Nothing sends until someone on your team says yes.



Tern Coffee and Harbor Bikes are dummy companies. Every card is the real one from Fractl Agents.
Each client, remembered on every job.
What your team knows about a client is spread across email, Slack, Drive and call notes. Fractl Agents reads those sources and writes down what is true, one page per client.
1Each client has a Knowledge page. A new client’s page starts empty.
2Your team picks the sources: email threads, Slack mentions and Drive documents.
3Fractl Agents reads them and drafts the client’s facts, each with a source.
4Every fact gets a plain trust label. Two sources that disagree go to a person.
5Anyone on the team can ask a question and see where the answer came from.
6Every chat job for that client starts from these facts and the client’s voice.
Tern Coffee is a dummy company. The workspace pages are redrawn from the app; the card in chat is the real one.
One shared workspace for your team.
Your team can find every piece of work later, filed by team, client and project. Everything Fractl Agents makes in chat lands in one workspace, open to colleagues who never write code.
The team home lists every client. The picker at the top chooses the team, client, project and task on every page.
Tern Coffee’s page lists every chat about the client: what got made, what each job cost, what is still running or scheduled.
The Cockpit shows what to do next for Tern Coffee and where the client stands in each area of marketing.
Fractl Agents keeps every file from Tern Coffee’s chats on one page, including datasets your team can ask questions about.
A deliverable is work your team marked as finished. Tern Coffee sees a deliverable only after your team sends a review link.
Team members lists everyone on the team. The owner invites colleagues by email or lets anyone with the team’s work email domain join.
Priya accepts the invite and sees the same clients, conversations and deliverables. The whole team shares one bill.
Tern Coffee, Harbor Bikes, Northwind HR, Juno Dental and Marlow are dummy companies with an invented team. The pages are redrawn from the workspace in the app.
Your team adds experts in plain words.
An expert is a helper your team describes once, with the knowledge, instructions and tools your team chooses. Fractl Agents then hands that expert the right requests in chat.
A builder inside Fractl Agents asks a few questions, then drafts the expert for review. Once confirmed, the expert joins your team’s list of experts.
Add a new expert
What area should this expert specialize in? We’ll ask a few follow-up questions to get the details right.
What should this expert do when it finds a draft that doesn’t match Marlow’s policy wording—should it only flag the issue, suggest a corrected version, or actually rewrite the draft to align with policy?
This helps define whether the expert is a reviewer, a fixer, or both, which changes how it supports the workflow.
Press ⌘/Ctrl + Enter to submit, Enter for a new line.
Selecting tools, skills, and capabilities
Here’s your expert
Review and adjust. You can edit everything later too.
Expert name- Active in chat
- Plans out complex tasks step by step
- Handles missing information gracefully
- Remembers what was discussed earlier
What should good expert work look like?
Set the output expectations, collaboration style, and safety level.
These details look complete. Confirm to make it chat-ready.
A marked-up draft with each issue flagged, a short reason for the flag, and a compliant fix in plain language; or an approval if no issues are found.
Quality barFinds unsupported promises and conflicts, applies the stricter wording consistently, explains each issue briefly, and offers fixes that preserve compliance without changing meaning beyond what is necessary.
Your expert will appear here as you describe what it should do.
“You review drafts against Marlow’s policy wording requirements before client-facing use. Your job is to catch any line that promises, implies, or suggests coverage, benefits, eligibility, pricing, exclusions, or other policy…
review insurance policy wording, check drafts against compliance language, flag unsupported coverage claims, compare against policy documents and disclosure rules, markup drafts for client-facing approval
- “Check this draft for any wording that overpromises coverage.”
- “Review our client-facing insurance copy against Marlow’s policy wording.”
- “Mark up this draft for compliance issues and suggest fixes.”
Check this draft for any wording that overpromises coverage.
I’ll analyze this thoroughly. Let me review insurance policy wording…
Experts
Use for Digital PR strategy, journalist pitch writing, media angle evaluation, targeted outreach list building, subject line creation, follow-up…
review insurance policy wording, check drafts against compliance language, flag unsupported coverage claims, compare against policy…
Open a built-in expert to inspect how it is set up or try it in chat. To create your own expert, use Add Expert.
Experts are one kind of addition. Each kind below starts from your team’s own description, in plain words.
Marlow is a dummy company. The expert builder is redrawn from the app, with four more questions and five optional steps left out.
Try our experiments with new AI.
Small free tools we built in public, each one started by a question about a company. Most answer in a few minutes, on the same agent your team would use.
Brand bulletinA one-minute video news bulletin about your brand.The week's stories about any company, presented by Nick or by you from one photo, made in a minute or two.Make a bulletinWhere each batch spent its ideasPlain promptSecond batchIndustry survey reportAI against people, judged blindSatirical stunt that reveals the AILive stunt that proves what it can doIdea portfolioWhich campaign ideas does AI miss when you ask once?Paste a brief and get 80 ideas in two batches, sorted by the angle each one takes, in two to three minutes.Write ideas from a briefHand over your next job.
Your team gets the tools, data and checks we built for our own client work.

