# Weekly AI answer diff

Generated 2026-10-10 19:49 UTC.

DRAFT - PENDING OWNER REVIEW

Read this first:
- One week is noise. The same question asked twice can get different answers. Act on the quarterly table at the end, not on one week's change.
- API answers are a proxy panel. They are not what the consumer apps show a given traveler (different settings, location, history and features).
- Appear and Cited are counted here. Described and Current stay human: read the answers listed under "Read by hand" and score them with the audit rubric.
- If you share answers with members or staff, show their citations with them (Contractual: check the Anthropic and OpenAI usage terms, and the Gemini API terms).

## Runs compared

- This run: `20261010T194939Z-mock` (2026-10-10, mock), 48 answers without errors
- Previous run: `20261010T194937Z-mock` (2026-10-10, mock), 48 answers without errors

## Who was named and cited

| Name | Named this run | Named last run | Cited this run | Cited last run |
|---|---|---|---|---|
| Bay Light Day Cruises | 5 of 48 (10%) | 5 of 48 (10%) | 4 of 48 (8%) | 3 of 48 (6%) |
| Mile 12 Kennel | 5 of 48 (10%) | 5 of 48 (10%) | 3 of 48 (6%) | 3 of 48 (6%) |
| Harbor Kayak Co. | 4 of 48 (8%) | 4 of 48 (8%) | 4 of 48 (8%) | 4 of 48 (8%) |
| Sample Fjord Tours | 4 of 48 (8%) | 4 of 48 (8%) | 4 of 48 (8%) | 4 of 48 (8%) |

## Gained mentions (same prompt and tool, named now, not last run)

- Bay Light Day Cruises: openai, prompt P03
- Bay Light Day Cruises: openai, prompt P16

## Lost mentions (named last run, not now)

- Bay Light Day Cruises: anthropic, prompt P03
- Bay Light Day Cruises: gemini, prompt P02

## Sources cited for the first time

- visitfairbanks.example (cited in 1 answer)
- travelblog.example (cited in 1 answer)

## Most-cited sources this run

Where the AI tools get their facts. If these are listing sites, keep those listings current.

- visitseward.example: 23 answers
- ota.example: 14 answers
- baylight.example: 4 answers
- samplefjord.example: 4 answers
- harborkayak.example: 4 answers
- mile12kennel.example: 3 answers
- reviews.example: 2 answers
- visitfairbanks.example: 1 answer
- travelblog.example: 1 answer

## Read by hand: Described and Current

Open these answers in answers.jsonl. Is the business in the right category, place and promise? Are prices and policies today's? Score with the audit rubric (0 no, 1 partly, 2 yes).

- anthropic, prompt P02: Bay Light Day Cruises, Sample Fjord Tours
- openai, prompt P02: Bay Light Day Cruises, Sample Fjord Tours
- gemini, prompt P02: Sample Fjord Tours (text not stored; rerun by hand)
- anthropic, prompt P03: Mile 12 Kennel
- openai, prompt P03: Bay Light Day Cruises
- gemini, prompt P03: Mile 12 Kennel (text not stored; rerun by hand)
- anthropic, prompt P06: Harbor Kayak Co.
- openai, prompt P06: Harbor Kayak Co.
- gemini, prompt P06: Harbor Kayak Co. (text not stored; rerun by hand)
- anthropic, prompt P07: Mile 12 Kennel
- openai, prompt P07: Mile 12 Kennel
- gemini, prompt P07: Mile 12 Kennel (text not stored; rerun by hand)
- anthropic, prompt P16: Bay Light Day Cruises, Harbor Kayak Co.
- openai, prompt P16: Bay Light Day Cruises, Sample Fjord Tours

## Quarterly trend (act on this table)

Share of answers that named each business, all tools and prompts pooled. Report this once a quarter; a change of a few points is still within noise.

| Name | 2026-Q4 (2 runs) |
|---|---|
| Bay Light Day Cruises | 10 of 96 (10%) |
| Mile 12 Kennel | 10 of 96 (10%) |
| Harbor Kayak Co. | 8 of 96 (8%) |
| Sample Fjord Tours | 8 of 96 (8%) |