AI Brand Sentiment
Management —
control the story
AI tells about you.
An AI engine can describe your brand to thousands of buyers every day. If that description is wrong, outdated or negative, you lose deals you never knew you were in. Taptwice Media monitors every major AI engine weekly and corrects misrepresentations within 24 hours.
Why can AI engines damage your brand without you knowing?
An AI engine can say anything about your brand. Left unchecked, it will.
AI engines hallucinate, misattribute and outdated-ize brands constantly. A buyer asks “who is [your brand]” and gets an answer that includes wrong pricing, an old location, a departed founder or a competitor’s product. They never ask you. They just do not buy.
Hallucinations damage silently
AI engines generate confident-sounding answers even when the underlying information is wrong. Buyers rarely fact-check. They assume the AI is correct.
Outdated information persists
AI training data has a knowledge cutoff. Old pricing, old services or old team information stays active in answers until it is actively corrected in the sources the AI relies on.
Negative sentiment compounds
A negative mention in one source can propagate into AI answers across all engines. The longer it stays uncorrected, the more weight it accumulates in the AI’s understanding of your brand.
You need monitoring to even know
Brands almost never discover AI misrepresentations on their own. A buyer might ask an AI about you 100 times before you are told once. Monitoring is the only way to catch this.
What does Taptwice Media’s AI sentiment management cover?
Weekly monitoring. 24-hour corrections. Permanent fixes.
Our sentiment management retainer monitors every major AI engine for brand mentions, scores each one for accuracy and sentiment, and pushes corrections into the authoritative sources that AI engines pull from — not into the AI itself, which cannot be directly edited.
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Weekly AI brand monitoring across 8 engines
Every week we run your brand across ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Copilot, You.com and Grok on a fixed set of brand and category queries. Every mention is recorded and scored.
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Sentiment scoring & misrepresentation flagging
Each mention is scored: positive, neutral or negative, and accurate or inaccurate. Any negative or inaccurate mention triggers a 24-hour response process. You are notified and the correction begins immediately.
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Source-level correction & authority placement
We cannot edit an AI engine directly. But we can change what it reads. Corrections are placed in the authoritative sources — Wikipedia, wire services, trade press — that AI engines pull from when updating their understanding of your brand. The right story propagates from there.
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Weekly sentiment report
A concise weekly report: how many mentions, sentiment breakdown, any misrepresentations found, corrections initiated and current status. You always know exactly what AI engines are saying about your brand.
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Crisis response for major misrepresentations
If a significant misrepresentation appears — wrong pricing, false product claims, inaccurate leadership information — we activate an accelerated response: wire releases, Wikipedia edits and trade press corrections within 48 hours to push the correct narrative back into AI training sources.
How does Taptwice Media correct AI misrepresentations?
Monitor, flag, correct, verify — every week.
AI engines cannot be directly edited. The only way to change what they say is to change what they read. Our correction process targets the authoritative sources that AI engines weight most heavily — and tracks the correction until it propagates through every monitored engine.
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Weekly monitoring run
Every Monday we run the full query set across 8 AI engines. Every brand mention is extracted, recorded and scored for sentiment and accuracy.
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Misrepresentation flag & client alert
Any negative or inaccurate mention triggers an immediate alert to you and an internal case file. We document exactly what was said, in which engine, and on which query.
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Source correction plan
We identify the most likely source of the misinformation and the highest-authority sources available to correct it. Wikipedia, wire press, trade press and LinkedIn are the primary correction channels.
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Correction placement & tracking
Corrections are placed in the identified sources. We track each placement for indexation and monitor all 8 AI engines weekly until the corrected information appears consistently.
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Weekly report & next-cycle plan
A complete weekly report with all mentions, sentiment scores, open corrections and the next week’s monitoring plan. You always have full visibility.
What does Taptwice Media’s sentiment management retainer cover?
Scope at a glance.
Ready to find out what AI engines are saying about your brand?
Start with a free
AI sentiment check.
We run your brand across 8 AI engines and show you exactly what buyers are reading about you — usually takes one call and 48 hours to deliver.
