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AgenticSEO platform terms

Definitions of the units AgenticSEO reports in: published items, the delivery ledger, and auto-discovered competitors.

These terms name the specific units of work and measurement inside AgenticSEO. They matter most when reading a report or checking a delivery guarantee, because each one has a deliberately narrow definition — a draft is not a published item, and an auto-discovered competitor is not the same as a curated one.

Published item

Also known as: Shipped item, Unit of delivered work

One piece of work AgenticSEO actually pushed live to a customer's site: an approved fix, a published answer-ready FAQ, or a published page.

A published item is the unit of delivered work in AgenticSEO. It is one of exactly three things: an approved fix pushed live (title, meta description, JSON-LD, llms.txt), a published answer-ready FAQ, or a full page published to the customer's site.

The distinction that matters is deployment. A draft, a downloaded .docx, or a recommendation waiting for approval is not a published item — only work that reached the live site counts. That makes the measure honest: it cannot be inflated by generating more suggestions.

Published items are what the first-month delivery guarantee is counted in, and every one is recorded in the delivery ledger at the moment it goes live.

Delivery ledger

Also known as: Delivery log, Publish ledger

The auditable record of every item AgenticSEO published to a customer's site, written at publish time with the page URL and a timestamp.

The delivery ledger is appended to by the publishing paths themselves — metadata and schema pushes, FAQ publishes, and page publishes — so a row exists only when something genuinely went live. Each row names the company, the item type, the page URL, and the moment of publication.

It exists so an outcome promise can be verified rather than asserted. The running count feeds the guarantee card on the customer dashboard, and the same rows are the evidence TGP reviews when a first-month delivery guarantee period closes short.

Because publishing requires customer approval and a connected publish target, a quiet ledger usually means work is queued for approval rather than that nothing was produced — which is why guarantee periods pause instead of paying out in that case.

Auto-discovered competitor

Also known as: Auto competitor, Suggested competitor

A competitor Finn identifies from your brand context (industry, positioning, product names) on the first analyze run and stores with source='auto', without requiring manual entry.

Auto-discovered competitors are proposed by Finn (Gemini) using the same brand context that seeds tracked prompts: your industry, value proposition, product names, and site content. They are stored in the competitors table with source='auto' so they can be visually distinguished from manual entries.

Auto entries participate in every downstream signal: “X vs Y” prompt suggestions, competitor citation detection on prompt runs, and Share-of-Voice calculations on the Benchmarks dashboard. Users can hide any auto entry from the Competitors card if it isn’t a real competitor, and hidden entries are not resurrected by later Auto-discover runs.

MCP and REST integrators (like Quid) can trigger auto-discovery headlessly via the discover_competitors tool, so a downstream agent never has to route the user back into our UI to bootstrap the competitor set.

Related terms with their own page

More reference pages

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AI visibility resources

The guides, comparisons, and free tools behind AgenticSEO.

Best AEO tools (2026)Buyer's guide comparing nine answer-engine optimization vendors on tracking, execution, publishing, and pricing transparency.AI Visibility Tools MatrixMaintained matrix of measurement-only versus execution-layer platforms across twelve capabilities, with sources and a last-updated date.Profound alternativeWhere Profound stops at measurement and what an execution layer adds: generated schema, FAQ drafts, and approved publishing.Semrush AI Visibility alternativeSemrush reports AI mentions; AgenticSEO fixes the pages behind them. Feature-by-feature comparison with pricing notes.AgenticSEO alternativesAn honest list of alternatives to AgenticSEO and TGP Agentic SEO, with the buyer profile each one actually fits.AI visibility platform for agenciesClient-scoped websites, white-label AI visibility reports, per-client audit schedules, and API access for agency teams.Best AI visibility tools for agenciesWhat agencies should require: multi-client scoping, white-label output, publishing rights, and defensible measurement.AI visibility trackingHow to measure Share of AI Voice on a weekly cadence, with the formula, competitor set, and per-engine rollup.Auto-publishing SEO updatesHow approved SEO and schema fixes reach WordPress, HubSpot, Webflow, and GitHub-hosted sites without manual copy-paste.Fix AI visibility automaticallyThe seven-step audit-to-publish loop, what the agent does unattended, and which steps still need a human decision.Agentic SEO architectureWhitepaper on the six components of an agentic SEO system, from crawl diagnostics to publish verification.FAQ schema generatorPaste your questions and answers, get valid FAQPage JSON-LD you can drop straight into a page head.