# The whole product, in six modules.

> Six modules, and that is the whole list: answer tracking, share of voice, grounded content, white-label reports, AI shopping and publishing.

Canonical: https://tryinciteful.com/features
This is the markdown twin of the page above, published by Inciteful for AI agents. It is generated from the same source data as the HTML, so the two never diverge. Reviewed: 2026-07-18.

Inciteful tracks the questions your buyers ask an assistant, records who gets named instead of you, and turns the measured gaps into the work that closes them. Six modules is the complete list — there is no page here for a feature that does not exist.

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7-day trial, no card. Nothing to install on the client’s site.

The index

## What each module measures.

Core tracking runs on ChatGPT, Google AI Overviews and Perplexity, on every plan. Claude, Gemini, Google AI Mode and Microsoft Copilot are add-ons you switch on for the clients that need them, per client, rather than across your whole roster. Pro and Agency include Microsoft Copilot as a core engine; on Solo it is a $9 per-client add-on.

01

### [AI Visibility](https://tryinciteful.com/features/ai-visibility)

Who AI recommends, and whether it’s you.

Tracked questions, checked automatically and stored as evidence. Visibility score and trend with a per-engine split, rankings against the rivals you chose, buyer-journey stages, and the full answer log behind every number.

[Open page](https://tryinciteful.com/features/ai-visibility)

Coverage grid One tracked question, every engine, every run — and the answer sits behind every cell.

02

### [Share of Voice](https://tryinciteful.com/features/share-of-voice)

Your slice of the answer, against the rivals you named.

Share of the answer space per run and per engine, up to five tracked competitors, a drill-down into what each rival is winning and which sources power it, topic boards, and the questions where nobody you track is named yet.

[Open page](https://tryinciteful.com/features/share-of-voice)

Rival board Every rival you chose, scored across the same answers — and a written note where tone could not be sourced.

03

### [Content Engine](https://tryinciteful.com/features/content)

Citable pages grounded in real sources.

Retrieves real sources, generates only from them, and verifies every citation. Publish is a gate, not a button: unsourced claims and dead citations are refused. Typed pages, structure scoring and JSON-LD schema out of the box.

[Open page](https://tryinciteful.com/features/content)

Topic board The topic you sell hardest, sitting at the bottom of the board — and the cluster that gets written for it.

04

### [White-label Reports](https://tryinciteful.com/features/reports)

Client-ready proof under your name.

Hosted client reports with your branding on them, and prospect reports for a company that is not a client yet — measure their AI visibility, hand over a public link, walk into the pitch already holding the evidence. White-label starts on Pro.

[Open page](https://tryinciteful.com/features/reports)

AI visibility report

## Corvane

corvane.co.uk · prepared 18 August 2026 · ChatGPT, Google AI Overviews, Perplexity + Claude

In brief
Corvane is now named in **172 of 248** tracked answers — **69.4%**, up from 36% when tracking began. Share of voice is **48.6%**, first among the six brands on the board, and the biggest remaining gap is brand strategy, where a six-page cluster is already in draft.

*Named***74%** 184 of 248 answers

*Share of voice***55%** #1 of 6 brands

*This window***+36 pts** 31 Jul – 18 Aug

| Question | ChatGPT | Google AIO | Perplexity |
| --- | --- | --- | --- |
| best brand identity agencies in the uk | Named #2 | Named #3 | In sources |
| who designs brand identities for fintech | Named #1 | Named #4 | Named #3 |
| brand strategy for scale-ups | Not named | In sources | Not named |

Prepared by **Orrery** · Alex Doyle, Account Director
3 of 12

The report’s real sections and layout, filled with the demo dataset — not a customer’s numbers. Yours renders in your logo, colours and domain from the Pro plan.

05

### [AI Shopping](https://tryinciteful.com/features/shopping)

Get products recommended by AI assistants.

Product-level tracking for stores: which products the AI shopping assistants recommend for a buyer question, which rivals they name instead, and the answers behind every count.

[Open page](https://tryinciteful.com/features/shopping)

Generated from the catalog

- Is [product] worth buying?

- What is the best [product type] to buy?

- What are the best [collection] in 2026?

- Which [collection] should you buy?

The real templates the generator fills from your products and collections — no placeholders reach the tracker.

Question generator Product tracking runs on the store’s own catalog. The products board is not in the demo fixture, so it is not drawn here.

06

### [Integrations](https://tryinciteful.com/features/integrations)

API, CLI, MCP and exports.

Wherever the page is built, it reports back: a v1 HTTP API, a command-line tool, an MCP server so an agent can drive Inciteful directly, and Markdown, HTML, JSON-LD and WXR exports.

[Open page](https://tryinciteful.com/features/integrations)

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### WordPress

A plugin pulls the cluster in as Gutenberg blocks, with the JSON-LD in the head where a crawler will actually find it. Failures and live URLs come back to the dashboard.

### Shopify

Listed on the Shopify App Store. Schema is written to our own metafields and rendered server-side, so crawlers that never run JavaScript still see it — and every write is reversible.

### Webflow

Export the cluster as HTML and JSON-LD and paste it in, or drive it over the API from your own build step.

### Framer

Same route: structured export, or the API. The content and its schema travel together, so the markup an assistant reads is never left behind.

### API v1

A versioned HTTP API over the same engine the app runs on. Keys are minted once, hashed at rest and scoped to your account.

### MCP server

A full MCP tool surface, so your own agents can list workspaces, export clusters, run a site-health scan and start deployments without opening a browser.

### Replit

Pull the export straight into a Replit project, or point an agent at the MCP server and let it publish from there.

### Lovable

Same structured export, same schema. Anything that can take HTML and JSON-LD can take a cluster.

Publish routes Every route out of the platform. Open one to see what it does.

Demo data Every surface above is rendered from the dashboard’s own components against the demo dataset, at the width it is drawn at — the product’s layout and its real states, not a customer’s numbers. The live board is on the [homepage](https://tryinciteful.com/).

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How every module reports

### Branded questions stay out of the headline

A brand names itself in answers about itself. Those questions are tagged and tracked; they just never set the score you show a client.

### Three samples, not one lucky answer

Ask an assistant the same question twice and it can name a different set of brands. New and changed results are re-sampled and aggregated, with a confidence band.

### Unmeasured is written, not drawn

Where a dimension cannot be sourced — question volume for AI answers, for one — the cell carries an em dash. Never a zero, never a flattering hundred.

### Every figure travels with its basis

Scope, sample depth and the date it was measured follow the number onto the screen and into the client report.

Scope

## What you will not find here.

Three things a competitor’s feature list would show you, and the reason ours does not. Each one is a decision, and each one is reversible the day it can be done honestly.

| Prompt volume | No assistant publishes how often a question gets asked. A gauge that prints a number for it is estimating, and an estimate dressed as a measurement is the exact thing this product exists to replace. |
| --- | --- |
| Locations | Answers vary by where the buyer is standing. We do not measure that yet, so it appears nowhere: not in the product, not in a screenshot, not in a sentence on this site. |
| Customer logos | Every mark on this site is a real client shown with permission - the marquee on the homepage is exactly that, nothing borrowed. Case-study numbers appear only once a client agrees to be named beside a figure we measured. |

## Ready to put a number on it?

Start a 7-day trial, no card. Or get the free report first and read the evidence before you decide anything.

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