Choosing a Firm
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How do you evaluate a reputation management firm’s track record?
Look at the multi-year client base and retention, the depth of methodology, anonymized sample reporting, proprietary technology demonstrations, and references where confidentiality permits.
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How do you evaluate a reputation management firm’s Wikipedia capabilities?
Through the firm's methodology - disclosed COI and Talk-page work - its policy fluency, named-editor expertise, depth of community engagement, and its firm refusal to do direct undisclosed editing.
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What questions should you ask a reputation management firm before hiring them?
Ask how they measure success, what their Wikipedia and AI methodology actually is, what proprietary technology they use, what their ethical commitments are, how they report, and how they handle conflicts of interest.
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What are the red flags to watch for when evaluating reputation management firms?
Guarantees of specific rankings or removals, pay-per-removal pricing, opaque tactics, undisclosed Wikipedia editing, fake-review schemes, no proprietary technology, and no transparent reporting are the clearest warning signs.
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How do you assess whether a reputation management firm understands AI and LLM search?
Look for proprietary AI monitoring across multiple models, a methodology for influencing AI sources rather than editing outputs, structured reporting on AI narratives, and integration with the rest of the reputation work.
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