LOCAL + AI VISIBILITY EVIDENCE
Manchester visibility brief.
Strong local discovery. Uneven citation support.
Northstar appeared in seven of twelve valid sampled answers, but only four answers included a usable supporting citation. The opportunity is stronger source support on three buying-intent prompts.
Selected measured point
7 of 12 valid answers
4 of 12 valid answers
11 of 13 location samples
- 1
Close three citation gapsImprove pages supporting “quiet client meeting” intent.
- 2
Strengthen four weaker cellsLocal position falls outside the top six around Ancoats.
- 3
Keep the denominator visibleFailed samples remain excluded and reported.
Measured: 13 selected local samples, 14 bounded AI-answer samples and 7 defined comparison businesses.
Sample sources: local result record, business menu page and Manchester coffee guide · collected 14 Oct 2026.
Not claimed: exhaustive market coverage, coordinate-specific AI rank, guaranteed causation, or unsupported provider precision.