Satcove Verify
Your data says one thing. What does the web say?
Consensus tells you what models agree on. Verify checks your values against live sources. Upload a CSV and get a field-by-field report: what the web confirms, where it diverges, and what nobody can source.
- Confirmed
Acme Ltd · founded: 2015
Found 2015 on the company registry and its own site. Confidence 92.
- Divergence
Acme Ltd · employees: 450
Sources say about 120. Check the latest filed accounts. Confidence 74.
- Unverified
Acme Ltd · certified in: 40 countries
No reliable source found. Ask the vendor for the certificate list.
- Divergence
Borel SA · HQ: Lyon
Sources list Marseille. Confirm on the official register. Confidence 81.
Consensus is not verification
A value repeated by several models can still come from one wrong source. Satcove keeps the two signals apart so you never mistake agreement for proof.
| Approach | What you get | Where it falls short |
|---|---|---|
| Trusting the data as is | Zero effort | Errors and stale values spread silently through every use. |
| Asking one AI to double-check | Fast | It reuses its own blind spots and can repeat an error with confidence. |
| Checking every row by hand | Most reliable | Slow, and you must decide which rows deserve the time. |
| Satcove Verify | Field by field, 50 rows per batch | Live web search plus an AI cross-check, with sources and a confidence score per field. |
How Verify works
- 1
Upload your CSV
Drop a CSV with a header row, pick the column that names each item and the columns to check (up to 50 rows per batch).
- 2
Web search plus AI cross-check
Each value is searched on the live web with sources, then cross-checked by a second AI model.
- 3
Report per field
Every field is confirmed, divergent or unverified, with a confidence score, the value found and the sources. Export it as CSV.
What you can verify
Business and company data
Check headcounts, locations, founding dates or specifications in a supplier, lead or competitor list.
Research tables
Spot outdated or contradicted figures in a table before you cite it.
Content before publishing
Run the facts behind a comparison or listicle, so what you publish matches what sources say.
Dataset quality
Find rows where a value diverges from the web, so you can fix them before they spread.
What you can count on
Field-level, not file-level
You get a status per value (confirmed, divergence or unverified), not one vague score.
Sources you can open
Each result lists the sources found, so you can verify the verifier.
Divergence first
Where the web disagrees with your data is where to look, and the report shows it.
Honest about limits
A first pass on structured data. It does not read PDFs or free text, and it does not replace the primary source.
Frequently asked questions
What does Satcove Verify actually check?+
Structured data: a CSV (or a single entity with fields) where each value is a claim, such as a company's headcount, a product's specification or a vessel's length. For each field Verify searches the live web, cross-checks with a second AI model, and returns confirmed, divergence or unverified with a confidence score and the sources found.
Can I verify a pasted AI answer or a PDF?+
Not with Verify: it works on rows and fields, not free text or documents. To test an AI answer, compare six independent answers with Satcove consensus and read the disagreements first, then check the decision-changing claim against its primary source. The manual method is in the guide How to cross-check AI answers.
What is the difference between Verify and consensus?+
Consensus shows what several models agree on. Verify checks whether your values match what live web sources say. Models can agree and still be wrong, so agreement is a signal, not proof.
What does "unverified" mean?+
No reliable source was found for that value. It does not mean the value is wrong; it means you should check it yourself before relying on it.
How many rows can I check at once?+
Up to 50 rows per batch. Upload a CSV, TSV or TXT file with a header row, choose the name column and the columns to verify, then export the report as CSV.
Is it a substitute for primary-source review?+
No. Verify is a fast first pass that tells you where to look. For contracts, medical, legal or financial decisions, open the original source or ask a qualified expert.