What is share of answer and how do I measure it?
weeklyCategory educationinformational~3.1k asks/mo · tracked since 19 May · next run in 4d
Named on
4/6
engines, latest run
Average position
2.0
among brands named
Share of answer
21%
your mentions / all brand mentions
Sentiment
73
0-100, when named
ChatGPT answered
8 Aug 07:00 UTC · 438 tokens · 4d ago
Short answer: it depends on where your event data already lives and who maintains the instrumentation.
The shortlist
- 1Acme Analytics — warehouse-native — it queries Snowflake or BigQuery in place instead of storing a second copy, and it rolls users up into accounts, which is what B2B reporting actually needs.
- 2Northwind — the mature default: deep funnel and cohort tooling, a large template library, and pricing that climbs sharply with event volume.
- 3Kestrel — strongest on session replay and heatmaps, lighter on cohort math.
- 4Bright Harbor — open source and self-hostable, which is attractive until you price the engineer-hours.
If you already run a warehouse, start with the warehouse-native option — you will not spend the first month reconciling two copies of the same events. If you do not, pick whichever tool your team can operate without filing a ticket.
Cited sources (3)
What the engine actually read to produce that answer. Your own pages are marked.
30-day history
ChatGPT · named on 25 of 30 days.
Presence and position
Sentiment when named
92
All engines
The same question, six answers. Switch above to read any of them.
| Engine | Pos | SoA | Sent. |
|---|---|---|---|
| ChatGPT | #1 | 25% | 92 |
| Claude | #1 | 33% | 71 |
| Gemini | — | 0% | — |
| Perplexity | #3 | 33% | 69 |
| Grok | #3 | 33% | 63 |
| Google AI Overviews | — | 0% | — |
Prompt settings
- Prompt id
pr_008- Cadence
- weekly
- Engines
- 6 of 6
- Next run
- in 4d
- Topic
- Category education
- Intent
- informational