ChatGPT-Product-Info

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ChatGPT-Product-Info

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A Chrome extension for extracting GEO/AEO, source, citation, product, and offer intelligence from ChatGPT conversations.

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# ChatGPT GEO/AEO Research

A Chrome extension for extracting GEO/AEO, source, citation, product, and offer intelligence from ChatGPT conversations.

The extension runs inside `chatgpt.com`, reads the active conversation from your logged-in ChatGPT session, normalizes the visible research signals, and lets you save, organize, inspect, and export the results locally.

## What It Captures

- Conversation prompt, title, id, and scan timestamp.
- Fan-out queries generated during the ChatGPT answer.
- Fetched sources, source pipelines, domain categories, titles, URLs, and dates.
- Cited domains and citation links.
- Query intent stage distribution for GEO/AEO review, including problem-aware, solution-aware, and decision-aware fan-out.
- Exposed reasoning recap and memory/personalization metadata when present.
- Deep Research artifacts when present, including selected sources, backend retrieval hints, recoverable search/open/find steps, blocked fetch signals, and diagnostic conversation shape.
- Product carousel entities, images, prices, ratings, review counts, selected source links, and available offer data.
- Request flow diagrams showing prompt, fan-out queries, source pipelines, product fan-out, products, and offers.

## v2 Highlights

- Cache-first saved conversations: reopening a previously saved conversation loads the saved scan instantly unless you click **Rescan**.
- Saved research library with projects, tags, notes, filters, and import/export.
- Overview source intelligence with percentage bars, fetched-vs-cited domain breakdowns, and domain-based source categories.
- Expanded US/EU source taxonomy for public/education domains, retailers and marketplaces, brands/vendors, price-comparison sites, review/test sites, news/media, forums, social/video, docs/repos, blogs, and encyclopedic sources.
- Live offer hydration for product cards when ChatGPT provides a valid `product_lookup_key`.
- Flow export as SVG or PNG, including copy-to-clipboard actions.
- Deep Research tab for inspecting recoverable research traces and explaining what cannot be rebuilt from saved ChatGPT conversation data.
- Current scan export as JSON or sources CSV.
- Saved library export as JSON, sources CSV, or products CSV.
- No external backend. Saved scans stay in `chrome.storage.local`.

## Installation

1. Open `chrome://extensions/`.
2. Enable **Developer mode**.
3. Click **Load unpacked**.
4. Select the `chrome-extension` folder.
5. Open `https://chatgpt.com`, log in, and open a conversation.
6. Click the floating **GEO/AEO Research** button or the extension popup button.

## Build A Release Zip

Update the version in `chrome-extension/manifest.json`, then run:

```bash
./scripts/build-extension.sh
```

The script creates `dist/chatgpt-geo-aeo-research-v<version>.zip` with `manifest.json` at the archive root, plus a `.sha256` checksum file. It stages only the runtime files required by the extension and excludes docs, local files, old scripts, `.DS_Store`, PEM keys, existing zips, screenshots, and store assets.

## How To Use

1. Open a ChatGPT conversation.
2. Click **GEO/AEO Research**.
3. Review the tabs:
   - **Overview** for summary metrics, query intent mix, source pipelines, fetched source type percentages, and fetched-vs-cited domain breakdowns.
   - **Request flow** for the visual request/source/product graph.
   - **Fan-out queries** for generated search/product queries.
   - **Sources** and **Citations** for fetched and cited URLs.
   - **Products** for product cards, ratings, selected links, and offers.
   - **Deep Research** for selected sources, recoverable search/open/find traces, blocked-fetch signals, and diagnostic metadata when ChatGPT exposes them.
   - **Reasoning** for exposed reasoning recap or memory metadata.
   - **Saved** for local research organization.
4. Click **Save** to assign a project, tags, and notes.
5. Use **Rescan** only when you want to refresh the conversation from ChatGPT.

## Saved Library

Saved scans are stored locally in Chrome. The Saved tab supports:

- Assigning scans to projects.
- Adding tags with custom colors.
- Adding notes.
- Filtering by project or tag.
- Opening cached scans without rescanning.
- Importing and exporting saved library backups.
- Exporting saved source and product tables as CSV.

## Product Offers

The extension does not call the old direct `product_info` endpoint. It analyzes products already present in the ChatGPT conversation and hydrates live offers only when a product includes a valid lookup key.

If a saved scan is opened from cache, offers are not auto-refetched. Click **Reload offers** when you want fresh offer data.

## Deep Research

The Deep Research tab is available when a conversation exposes Deep Research-related metadata. It can show selected sources, async retrieval backends, recoverable search/open/find steps, re-reads, link follows, quotes, and robots-blocked pages.

Some Deep Research activity is streamed server-side and is not persisted into the final conversation payload. When the full step trail is unavailable, the extension shows the recovered artifacts and a diagnostic view of the conversation shape instead of pretending the missing browsing path can be reconstructed.

## Source Taxonomy

The Overview and Sources tabs use a deterministic, local domain heuristic. It recognizes official public and education domains such as `.gov`, `.edu`, `.mil`, `gov.uk`, `ac.uk`, EU institutional domains, and selected EU government portals. It also separates common US/EU online properties into retailer/marketplace, brand/vendor, price-comparison, review/test, news/media, forum/Q&A, social/video, docs/repo, blog, encyclopedia, commercial/vendor-like, and other buckets.

This is a heuristic, not a live reputation database. Citations are tracked separately from fetched sources so you can compare what ChatGPT retrieved with what it actually cited.

## Research Inspiration

This v2 revamp was partly inspired by Suganthan Mohanadasan's research, [How ChatGPT Actually Picks Sources](https://suganthan.com/blog/how-chatgpt-picks-sources/), which documents source-selection signals visible in ChatGPT network traffic, including fan-out queries, source pipelines, and the difference between fetched, cited, and mentioned sources.

## Privacy

- No external server is used.
- Data is stored locally in Chrome extension storage.
- The extension communicates with ChatGPT endpoints using your active ChatGPT session.
- Raw conversation JSON is not saved; saved snapshots contain normalized extracted fields.

## Runtime Files

- `chrome-extension/manifest.json`: extension manifest.
- `chrome-extension/content-script.js`: floating button, route status, popup bridge.
- `chrome-extension/geo-core.js`: ChatGPT session access, conversation extraction, storage, import/export helpers, offer hydration.
- `chrome-extension/geo-ui.js`: Shadow DOM modal UI, tabs, flow diagram, saved-library UI.
- `chrome-extension/popup.html` and `chrome-extension/popup.js`: extension toolbar popup.
- `chrome-extension/styles.css`: floating button styles.
- `scripts/classify-domain-smoke-test.js`: quick smoke test for representative source taxonomy domains.

## Release Notes

This v2 extension replaces the old browser-script flow. The old direct product-search scripts and screenshots are no longer part of the tracked release package.

## Author

Created by [Martin Aberastegue](https://www.martinaberastegue.com).

## License

See [LICENSE](LICENSE).

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