Verification Loop

AI models answer questions about businesses like yours every day, and may often name a competitor instead of you. The Verification Loop finds one of those questions, makes sure your knowledge base can answer it, and publishes a page written from your own documents where AI models can find and cite it. Then it finds the next one.

Every line of the page traces back to something you gave Senso, and every claim is checked before it goes out. That is what makes it a verified source rather than more content.

The loop is an agent skill. Install the Senso skills, then ask your agent:

senso skills install quickstart verification-loop-setup verification-loop shared-context-setup shared-context context-layer gap-report generate-verify publish --global

Your agent runs the commands. It stops only for what you have to decide: whether a question is yours, how to fill a gap, whether the draft is right, and whether to publish. New to Senso? Connect Your Agent first.

The first time, your agent sets up four things. It skips any you have already done.

1. 1Bring in your own materialImport your website, upload a file, or tell your agent the facts. Every line written later has to trace back to something you gave it.
2. 2Set your industryThe questions people ask AI models about businesses like yours. Senso tracks how the models answer them, which is what shows where you are named and where you are not.
3. 3Confirm your brand nameMentions are matched against your organization’s name, loosely. A placeholder name like “test” matches a different company, and every number after it would be theirs.
4. 4Set the shape and voice of your pagesA content type for the page and a brand kit for the voice. A website import drafts the brand kit for you.

Every round is the same, on a new organization or one that has run it for months.

1. 1See where you standYour rank among the brands in your industry, how often each AI model names you, whether your site is cited, and who is named alongside you, over the last 30 days.
2. 2Find a question you are missing fromThe first question in your industry that no model named you in, and who they named instead. Not yours? Ask for another, or for one about a topic.Requires a human
3. 3Start tracking itSenso asks the AI models this question on a schedule from now on, so you can see it change.
4. 4Check your knowledge base answers itIf it does, you see your answer beside what an AI model says today. If it does not, that is a gap: write the answer up or upload a file, and a second search confirms it is covered. If you do not offer it, the question is dropped.Requires a human
5. 5Draft a page from your knowledge baseWritten only from what your documents say, and saved to Senso for you to read before anything else happens.Requires a human
6. 6Check every claimAn eval checks each claim in the draft against your knowledge base. A claim it cannot back up is flagged, so you can fix the draft or add the source to your knowledge base before you publish.
7. 7PublishTo citeables.com by default, a domain Senso runs that AI models crawl for answers. The page is public, it is not on your website, and nothing on your site changes. Senso runs other domains too, such as cited.md, and senso destinations list shows them all. To publish to a domain of your own, contact Senso at senso.ai. Approving the draft is not agreeing to publish; you are asked separately.Requires a human
8. 8Go againA recap of the question, what was missing, the live URL, and how many questions are still answered without you.

The commands behind each step, numbered to match:

# 1 — where you stand
senso industries brand <industryId> "<your brand>"
senso industries domain <industryId> "<your domain>"
senso industries brands <industryId>

# 2 — the industry's questions you are not tracking yet
senso industries prompts <industryId> --imported false

# 3 — start tracking one
senso industries import-prompts <industryId> --prompt-ids <industryPromptId>

# 4 — does your knowledge base answer it, and what does a model say?
senso search "<the question>"
senso industries answers <industryId> --prompt-ids <industryPromptId> --models <model>

# 5 — save the draft for review, or have Senso write one
senso engine draft --data '{"raw_markdown": "...", "seo_title": "...", "geo_question_id": "<promptId>"}'
senso generate sample --prompt-id <promptId>

# 6 — check every claim
senso evals content <contentId> --evaluator kb_accuracy --wait

# 7 — publish to citeables.com
senso destinations list
senso engine publish --publisher-ids <citeablesId> --data '{"content_id": "<contentId>", "raw_markdown": "...", "seo_title": "..."}'

Every command is in the CLI reference.

• •Every number covers the last 30 days, and moves as new answers come in.
• •Each AI model gets its own mention rate. They differ a lot, and one number for all of them hides which one leaves you out.
• •A model that answered fewer than half of the industry’s questions is not reported. Too few answers to tell you anything.
• •Your competitors are the other brands named in AI answers that cite your website. If no answer cites your website yet, you see the brands named most often across your industry instead.

Being left out is one problem. Being named with the wrong facts is another. Ask your agent to check what the models say about you, and it runs an eval on an answer that names you. Each claim comes back with a verdict:

Only you can say whether an unsupported claim is true, so that is the one place you are asked.

• •A published page is not a changed answer. AI models usually take a few days to pick up a new page.
• •Not named is not wrong. It means the answer named someone else.
• •Your knowledge base is not your website. An import takes a selection of pages, so a question can come back unanswered when your site does cover it.
• •Publishing goes to a domain Senso runs, not your own site, unless Senso has set up a domain of yours. A published page can be taken down with senso content unpublish.
• •A tracked question runs on a schedule. senso org set-runs --enabled false pauses every scheduled run.
• •The industry and tracking need Senso’s GEO product on your organization.