Repeated answers
Ask real buyer questions across ChatGPT, Gemini, Claude and Perplexity. Keep every answer and every failure.
Inside Aelo / the five jobs
The answer. The evidence. The next move.
Aelo turns unstable AI answers into a result your team can inspect and act on. No mystery score. No hidden source list.
Run one real answer09/16
Observed mentions
Illustrative sample set
Medium
Confidence
Useful to watch, not overclaim
01
Ranked action
Earn a mention from recurring sources
01 / Measure
Know what the assistants actually said.
Defensible confidence
See mention frequency beside the sample count and the uncertainty around the observed signal.
Crawler access
Check whether major AI crawlers can reach the pages you expect them to read.
A real Aelo product view
02 / Understand
Open the evidence behind the score.
Prompt gaps
Find the buyer questions where competitors appear and your brand does not.
Source ledger
Open the URLs supplied by each provider and see which domains recur across samples.
Comparable movement
Changed models, regions or sample plans produce an inconclusive result, not a victory claim.
A real Aelo product view
03 / Act
Give the team one useful move.
Accuracy checks
Separate true, false and outdated claims when the source evidence supports a verdict.
Decision reports
Share what changed, what did not and how much evidence supports the result.
Ranked actions
Turn missed prompts and source gaps into work your team can assign, complete and measure again.
A real Aelo product view
Honesty is a product feature
A failed provider is not a zero score.
Aelo keeps partial, failed, stale and incompatible states distinct so your team does not plan around evidence that does not exist.
- 01Raw answers stay available
- 02Provider citations stay distinct
- 03Comparisons require compatible samples
- 04Every result names its confidence
Start with the question
Ask what your buyers already ask.
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