Decision Receipt

What was measured

Category: AI search visibility agencies for B2B software companies. Category Audit, observed 14 October 2026 to 14 October 2026. 10 buyer questions on ChatGPT, Claude, Perplexity, Google AI Overviews, Google AI Mode, 3 scheduled runs, 105 scored answers, 45 excluded. Method 1.1.

150 scheduled answers observed.

What was found

WebFX appears in 7 of your 10 buyer questions. Broadcastwell appears in 0.

Named instead

• Omniscient Digital: named instead in 31 of 105 answers that left Broadcastwell out, wins 5 questions.
• WebFX: named instead in 29 of 105 answers that left Broadcastwell out, wins 7 questions.
• First Page Sage: named instead in 15 of 105 answers that left Broadcastwell out, wins 7 questions.
• Optimist: named instead in 9 of 105 answers that left Broadcastwell out, wins 4 questions.
• Go Fish Digital: named instead in 7 of 105 answers that left Broadcastwell out, wins 4 questions.

What we recommend

1. 1. Test a page that answers "how do I compare AI search visibility agencies before signing a contract" with specific product evidence. Compare it with the source cited in these answers.

   Approved. Owner: Unassigned. Questions Q10.

2. 2. Test a page that answers "what are the best AI search visibility agencies for a small business" with specific product evidence. Compare it with the source cited in these answers.

   Approved. Owner: Unassigned. Questions Q2. Named instead: First Page Sage.

3. 3. Test a page that answers "best AI search visibility agencies for a head of operations at a mid sized company" with specific product evidence. Compare it with the source cited in these answers.

   Approved. Owner: Unassigned. Questions Q4. Named instead: Omniscient Digital.

What was not measured

• Only the questions listed were asked. Absence on a question outside this set was not measured.
• Each question ran three scheduled times on each engine. Answers vary between runs, and the intervals show that uncertainty for these answers only.
• Tone is not scored. An answer that names you counts as named whatever it says about you.
• A citation is an address an answer referenced, not a visit, a click or a cause of the answer.
• Excluded answers, those an engine did not return or did not return in full, are shown as excluded with their reason and sit in no rate base.
• Single turn questions, asked logged out. A buyer's own history and follow up questions can change what an engine says.
• Nothing here predicts future answers or traffic, and no result is promised beyond the engagement terms.
• No figure is compared across method versions.

Buyer Fit Passport

Each question, whether the buyer confirmed it fits the people who buy in this category, and when.

Receipt hash

SHA-256 over all 150 receipts of this run, in a fixed order and field order.

b8323d7db281e60928624288b2a6f0c3b52d4742174fb4ad52302d1aedb0beb5

Recompute and verify this hash