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Attribution requirements apply to public Community use from the start of plan enforcement. Integration verification and the quota bonus are planned and are specified here so you can prepare. See the changelog.

When attribution is required

“Public display” means showing scores, rankings, prices, or derived charts to anyone outside your organization — a website, an app, a newsletter, a public dashboard, a bot reply. Internal tools do not need attribution on any plan. Attribution is a licensing requirement, not a technical one: the API does not block unattributed Community use, but unattributed public use is a terms violation that can lead to entitlement_suspended. See Acceptable use.

How to attribute

Any of these satisfy the requirement. Choose the one that fits your surface.
Requirements for any form:
  • Visible without interaction, on the same screen as the data or in a clearly labeled footer.
  • Names “LLM Stats” and, where links are possible, links to llm-stats.com or the model page.
  • Not hidden by display: none, tiny fonts, or same-color text.
  • Does not imply LLM Stats endorses your product.

Verified integrations

An integration is a public place where you show LLM Stats data. Declaring it and getting it verified will earn a fixed quota bonus once the bonus ships (see the rollout status above). The bonus is fixed — it does not grow with traffic — and will be reflected in X-Quota-Limit and /v1/account when an integration becomes verified.

Lifecycle

Only verified and grace carry the bonus. Declaring an integration alone changes nothing.

What we measure

What we record automatically today:
  • Observation days: each UTC day on which your badge is loaded with a Referer matching the allowed host counts as one observed day. Referer-less loads render but are not evidence.
  • Eligibility: an observed integration with at least 7 observed days and a badge load within the last 30 days is recorded as eligible for review. Eligibility does not change the state or grant the bonus by itself.
  • Clicks: /go redirects are counted per day so you and we can see that the badge sends real traffic.
What a reviewer checks before marking an integration verified:
  • Presence: the declared URL shows the badge or a link to llm-stats.com carrying your utm_source.
  • Visibility: the element is rendered (not display: none, not off-canvas, contrast above a minimum).
  • Consistency: the page continues to show the data it attributes.
Automatic verification after a period of observed days is planned and not yet enabled; until it ships, eligible integrations are verified by review. The eligibility threshold may change before then.

Re-verification, removal, and appeal

  • A grace integration returns to verified with no loss of bonus once the attribution is restored and confirmed.
  • A revoked integration can be re-declared after fixing the issue. It restarts at declared.
  • Deleting an integration removes its bonus immediately.
  • If you believe an integration was rejected or revoked in error, reply to the notification email with the URL and a screenshot. We review appeals within five business days.
  • We may revoke integrations that violate acceptable use — for example a badge on a page that strips attribution from the data itself, or a URL farm created to collect bonuses.

Privacy and analytics disclosure

Badge and embed requests reach our servers, and we log the requesting IP, Referer, and user agent to verify integrations and to compute aggregate traffic. We do not set cookies from badges or embeds, and we do not use the logs for advertising. If your privacy policy lists third-party assets, list api.llm-stats.com. Retention of raw logs is 90 days. If you prefer not to send visitor requests to us, use a plain source link instead of a badge. Plain-link integrations can still be verified from page presence and referral traffic to llm-stats.com, though verification may take longer.

Attribution is not a license

Attributing LLM Stats does not expand what you may do with the data. Community and Builder attribution covers display inside your own product. Redistribution — publishing the dataset, offering it through your own API, selling it — requires a Commercial agreement regardless of how prominently you credit us. See Plans and quotas.