Built for Google Search, AI Overviews, ChatGPT, Perplexity, Gemini, Copilot.
Docs and integrations
The model names the doc it can lift.
A developer asks how to connect your SDK to the stack they already run.
If the only working example lives in a collapsed app or a PDF, the answer names the library with a copy-paste README.
(4.9/5 Rating Stars)
01 — Task
stream a chat completion in the node SDK
02 — Stack
use the SDK inside a typescript monorepo
03 — Integration
send traces to an existing OpenTelemetry collector
04 — Named in a list
vector databases people use for retrieval
Cited in Developer tools
github.com is the most cited domain in Developer tools.
Source for this chart: Top cited domains. This data is accumulated from multiple sources and internal training data, which helps us get the client cited.
| Domain | |||||
|---|---|---|---|---|---|
| — | 88 | 0 | — | 1 | |
| — | 119 | 0 | — | 0 | |
| — | 0 | 1 | — | 1 | |
| — | 65 | 0 | — | 0 | |
| — | 0 | 0 | — | 1 | |
| — | 0 | 0 | — | 1 | |
| — | 0 | 0 | — | 1 | |
| — | 0 | 0 | — | 1 |
A dash means this snapshot has no count for that engine. A zero means the domain was not cited in the measured sample.
Snapshot 8 Oct 2026 · United States · top eight domains
What we make citable
HTML docs a model can fetch.
The work is the stable task page and the integration, kept in step with the current version.
- 01
Task pages in HTML
Each frequent job has a URL with the sample in the document, not only inside a client-rendered playground. The playground can stay; it cannot be the only copy.
- 02
One page per integration
Partner, version, and the three steps. When the partner’s API changes, this page changes or it is labeled for the old version.
- 03
A current version, clearly
The latest stable doc is the one we want cited. Older versions stay reachable and marked, so a model does not teach last year’s method as current.
- 04
Names that match the package
The npm or PyPI name, the product name, and the company name are explicit on the doc. Models mix them up when the page never lines them up.
What gets copied
A task, a stack, and a partner.
The unit is a doc or an integration, not a campaign landing page.
Question
stream a chat completion in the node SDK
The title is the task. The first screen is a working sample, the auth step, and the error a new user hits.
- Stream a chat completion from the Node SDKOpening a model can liftCited
- Task pages in HTMLDeveloper toolsCited
- use the SDK inside a typescript monorepoStackRead
- send traces to an existing OpenTelemetry collectorIntegrationRead
- vector databases people use for retrievalNamed in a listRead
Answer
Install the current package. The sample on this page targets that version, not last year’s method.
- Stream a chat completion from the Node SDK
- Task pages in HTML
The title is the task. The first screen is code a developer can run, in HTML a crawler can read.
SEO, AEO, GEO, AIO
Four checks on the doc.
Getting the docs fetched and indexed is search work. The sample a model pastes is the answer-engine work.
- How search is built
01 — SEO
The doc that ranks
Task queries point at one guide or reference, never the product marketing homepage.
- How answers cite a page
02 — AEO
A liftable snippet
The first code sample and the sentence above it are written so a reply can quote both.
- GEO consultant
03 — GEO
Integration prompts
Gemini and Copilot are asked which SDK completes a named task, then the linked doc is recorded.
- AIO consultant
04 — AIO
Overview on the task
A how-to overview is useful only when it cites the canonical reference for that task.
Marketing ranks for the brand. The answer quotes the docs.
AI companies and developer tools get named when a model can lift a task: install, authenticate, call the endpoint, handle the error. A marketing site that describes “the platform for builders” gives the model nothing to paste. The competitor’s docs do, so the competitor is the name in the reply.
Integration pages are the other miss. Stripe, Next.js, Postgres, a vector store: each pairing is a query. One “integrations” grid with logos is not a page about any of them. Changelogs and versioned docs then compete with the stable task page, and the model cites a stale snippet.
The practice
How this engagement runs.
01
Pick the tasks
The jobs people already ask: install, authenticate, one hard integration. Not every endpoint.
02
Serve them as HTML
The sample lives in the document. The playground can stay. It cannot be the only copy.
03
Split the partners
Each real integration gets a page with a version. The logo wall stays a directory.
04
Mark the old method
Previous versions stay reachable and labeled, so a model does not teach them as current.
We will not add an llms.txt file and call the product citable while the task still lives only inside a client-rendered shell.
What we watch. Fetches of the task and integration URLs, whether model answers paste your sample or a competitor’s, and how often a cited snippet is from an old version. A client figure is added here only after that client clears it.
- Task pages in HTMLstream a chat completion in the node SDK
- One page per integrationuse the SDK inside a typescript monorepo
- A current version, clearlysend traces to an existing OpenTelemetry collector
The page
Stream a chat completion from the Node SDK
Developer tools
- Link from task pages in html
- Link from one page per integration
- Link from a current version, clearly
Links
A real page has to point here.
The work is the stable task page and the integration, kept in step with the current version.
The pass is an illustration for Developer tools. A referring page sends a link to the URL that should own the query.
Related practice
Developer tool questions
Next
Audit the doc you want pasted.
Run one task URL or one integration URL through the free visibility audit. The score says whether that sample can be fetched at all.