Harbor turns your documents, search demand, news coverage and AI answers into signals, and every action your team takes runs on them.

One signal layer under every action.

No data team. No spreadsheets. You bring documents; Harbor brings the signals.

Sources

  • Your documentsWhat you argue, each topic with its quote and page.
  • Search demandWhat people look for, month by month.
  • News coverageWhat the press already covers.
  • AI answersHow AI assistants describe you.

Harbor signals

Per topicembedded financeDemand: highCoverage: thinHigh demand, thin coverage: that is the story.
Per document · White paper46% of the emphasis sits on the bottom third of its opportunities.Top two thirds 54%Bottom third 46%

Actions that read the signals

  • AI visibilityHow AI assistants describe you against your rivals, week by week.
  • DiscoveryData-backed recommendations for every prospect, so your agency wins more business.
  • Fix compositionAdds the topics your document is missing.
  • Fix proportionsGives each topic the room its demand earns.

Worked example: one white paper in, 12 topics out, each with its quote and page.

What runs on the signals.

  • AI visibility (GEO monitoring)

    How AI assistants describe you, against your rivals.

    Every week, see whether AI assistants name you, cite you and rank you against your rivals.

    Understand more
    Harbor's AI visibility overview: how often each AI assistant names the company, with rivals' share of voice and the most-cited domains.
    Two AI assistants' tiles: how often each names the company this week, against last week.
    Rivals' share of voice across AI answers.

  • Discovery: win more business

    A data-backed pitch for every prospect.

    Name a prospect. Get the data-backed insights your agency needs to win the pitch.

    Understand more
    The prospect's opportunity chart: each theme plotted by search demand against market coverage, in white space, contested, monitor and saturated.

  • Fix composition and Fix proportions

    Your white paper, before and after: the right topics, given the right room.

    Add the topics your document is missing, and give each one the room its demand earns.

    Understand more

    Fix compositionWhich topics belong in the document.

    • embedded financeWhite spaceAdded: high demand, thin coverage.
    • credit decisioningContestedKept: high demand, and the press covers it too.
    • branch bankingSaturatedCut: low demand, already well covered.

    Fix proportionsHow much room each topic gets.

    Before: 46% of the emphasis on the bottom thirdTop third 17% · Middle 37% · Bottom third 46%
    Suggested: emphasis moved up to the topics that scoreTop third 60% · Middle 25% · Bottom third 15%

    Net +26 wordswithin the 535-word band

    White paper · section 2

    Our platform offers a range of financial services embedded finance for small-business lenders, so credit decisions happen inside the tools owners already use. Partners include three regional banks two regional banks and a payments network.

    Struck through: cut. Underlined: added.

See Harbor in one minute.

One document in, its signals out.

High search demand, thin news coverage: that is your story opportunity.

Harbor scores every keyword in your document on both and ranks them.

  • Refreshed every week

    Search demand, news coverage and AI answers, read together.

  • Every quote checked

    Each topic comes with its quote and the page it came from.

  • Seven AI assistants tracked

    ChatGPT, Gemini, Google AI Mode, AI Overviews, Perplexity, Copilot and Claude.

Read how scoring works

Learn more about Harbor

How the score is made, and what Harbor will not do with your documents.

Questions

What is Harbor?

Harbor is a signal platform for communications teams and agencies. It turns your documents, search demand, news coverage and AI answers into signals every action runs on.

How is Harbor different from using ChatGPT?

ChatGPT writes from what it already knows. Harbor adds what it can’t see: your documents, this month’s search demand, news coverage and how AI assistants describe you.

What is GEO monitoring?

GEO is how your brand shows up in AI answers. Each week Harbor checks whether AI assistants name you, cite you and rank you against your rivals.

Which AI assistants does Harbor track?

ChatGPT, Gemini, Google AI Mode, AI Overviews, Perplexity, Copilot and Claude.

How does Discovery help my agency win business?

Name a prospect and Harbor reads its pages, its rivals, news coverage and search demand. Your agency gets data-backed insights to win the pitch.

What do Fix composition and Fix proportions do?

Fix composition adds the high-demand topics your document is missing. Fix proportions gives each topic the room its demand earns, within the word budget.

Do you train models on my documents?

No. Every workspace is fenced, and no model is trained on your documents.

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