Business facts become a measurement plan. Observed answers become inspectable evidence. Connect NeoEditor to automatically turn scans and opportunities into useful pages, information updates and blogs, with your team controlling publishing.
Follow where the facts came from, what was measured, who was compared and what your team can actually change.
SCROLL TO FOLLOW THE PROCESS ↓
SOURCE URLCONFIDENCEOBSERVED DATE
BUSINESS PROFILE
BUYER QUESTIONProvider · Model · Market
YOUR BUSINESS+CONFIRMED COMPETITORS
MENTIONWho appeared?
CITATIONWhich source?
COVERAGE + OBSERVATION TIME
TECHNICAL FIXClarify metadata and crawlable contentNEOEDITOR AICreate pages, updates and blogsPUBLIC OPPORTUNITYReview a relevant publisher or listing
VERIFY THE WORKRecheck later evidenceNEOEDITOR CONNECTION / AVAILABLE
FACT → SCOPED OBSERVATION → CONTROLLABLE ACTION
01Know the business/ 06
01 / Know the business
Every fact needs somewhere to come from.
Start from a public business website. Review the extracted identity, offering, audience and location, alongside source URLs, confidence and observation dates. Correct the profile before turning it into a plan; business facts are evidence to review, not assumptions to leave untouched.
02 / Define the observation
The question gives the answer its scope.
Choose a meaningful prompt cohort for your audience and market. Keep provider, model, prompts, market and observation time visible. Measurements come from configured providers and describe the cohort actually run; they are not universal consumer rankings.
CONFIGURED PROVIDERS / DEFINED COHORT
03 / Confirm the comparison
Compare with the businesses that belong in the picture.
Confirm competitor identity and relevance before monitoring. Read differences within the same defined prompt cohort and measurement coverage. A measured share of mentions is not unexplained market share, revenue attribution or a claim that every AI system recommends the same companies.
04 / Read the evidence
A mention and a citation tell different stories.
Inspect the observed answer and source URLs. Keep business mentions, owned citations and measurement coverage separate. Ask who appeared, which source was cited and when the observation happened. A signal is useful context; it is not a guarantee of future placement.
05 / Choose controllable work
The gap becomes a practical brief.
Review technical issues, content gaps and missing public evidence. In a connected NeoEditor workspace, scans and opportunities drive the integrated AI to create product pages, information updates and blogs automatically. Your team controls content review and publishing. Third-party listing, editorial and discussion actions remain manual and follow the destination’s process.
CONNECTED NEOEDITOR AI / REVIEW / MANUAL EXTERNAL ACTIONS
06 / Verify & measure again
Prove the work first. Look for change later.
Attach evidence of the completed action and verify its public result. Recheck later measurements to see what actually changed; task completion and visibility outcomes remain separate. The available NeoEditor connection turns scan findings and opportunities into generated content, while your team controls publishing. Verify the resulting public work and observe later answer changes separately.