What KPIs should you track for online reputation?

A practical reputation KPI set tracks the actual layers stakeholders interact with, search results, AI answers, Wikipedia, and peer comparison, rather than vanity metrics such as raw impressions or social follower counts. The eight KPIs below form the standard measurement stack; each entry notes what it tracks, who owns it, and the cadence and movement threshold that warrants action.

Branded SERP rank for priority queries

What it tracks: The position and composition of page-one results for the fifteen to forty queries that drive stakeholder perception, typically the brand name, named executives, and key product or issue terms, tracked across relevant geographies and languages.
Owner: SEO/reputation lead, reviewed by communications leadership.
Cadence: Daily data capture (IMPACT™ tracks at daily resolution across 69 countries, 23 languages, and 500 locations); reviewed in monthly reporting.
Threshold for action: A hostile or low-credibility result entering the top five positions, or a meaningful loss of owned/earned real estate (e.g., an aggregator displacing a brand property), triggers an immediate response rather than waiting for the monthly cycle.

Share of voice on priority queries

What it tracks: The percentage of page-one slots for priority queries occupied by brand-preferred content (owned properties, preferred earned coverage, authorized profiles) versus competitor or hostile content, benchmarked against the named peer set.
Owner: SEO/reputation lead.
Cadence: Compiled monthly from daily SERP data; peer-relative comparison reviewed quarterly for strategic adjustment.
Threshold for action: A sustained drop of five or more percentage points in brand-preferred share, or a peer overtaking the brand on a priority query, warrants a strategy review.

Knowledge Panel status

What it tracks: Presence, accuracy, completeness, and entity card composition for the brand and named executives, including whether the panel reflects current information, correct imagery, accurate descriptions, and properly attributed sameAs links.
Owner: Entity-layer lead (often the same person managing Wikidata and Wikipedia).
Cadence: Checked monthly; spot-checked after any major company announcement (acquisition, executive change, product launch) since panels can update unpredictably within days of new sourcing.
Threshold for action: Any inaccuracy, wrong title, outdated founding date, incorrect image, is corrected immediately through Google’s verified entity correction process and upstream source updates.

AI engine sentiment and source quality

What it tracks: The sentiment (positive, neutral, negative) and thematic framing of responses across the eight AI engines AIQ™ currently monitors: ChatGPT, Copilot, Gemini, AI Overview, Perplexity, Grok, Claude, and Google AI Mode, plus which sources each engine cites when describing the brand.
Owner: Communications or reputation lead; source-attribution review shared with the content and entity team.
Cadence: Continuous polling via AIQ™; reviewed in monthly reporting with trend lines per engine. AI engine responses can shift faster than search rankings, so intra-month monitoring matters for brands in active news cycles.
Threshold for action: A consistent negative shift in sentiment across two or more engines, or engines adopting a hostile framing from a low-credibility source, is a signal requiring content and source-level intervention. A single engine outlier is noted and monitored before acting.

Wikipedia stability

What it tracks: Edit activity, Talk-page disputes, revert ratio, and accuracy of current article content for the brand entity and named executives. Wikipedia feeds the Google Knowledge Panel and is heavily weighted in AI engine training data, making its stability a leading indicator of downstream accuracy across both layers.
Owner: Wikipedia specialist or entity lead; alerts routed via WikiAlerts™.
Cadence: Real-time edit alerts; reviewed in monthly reporting. High-profile company articles attract frequent edits and should be checked after any news event.
Threshold for action: Any vandalism or materially inaccurate edit warrants an immediate Talk-page response (via disclosed conflict-of-interest process). A sustained Talk-page dispute or edit-war pattern triggers escalation to a Wikipedia specialist.

AI source quality

What it tracks: The credibility and authority of the sources AI engines cite when generating responses about the brand, whether engines are grounding their answers in authoritative outlets, official sources, and accurate Wikipedia content, or in low-credibility, adversarial, or outdated material.
Owner: Content and entity lead, with communications oversight.
Cadence: Reviewed monthly as part of AI narrative reporting; source list compared across engines to identify patterns.
Threshold for action: If engines consistently cite a low-credibility or hostile source, the remediation path is building higher-authority content that outweighs it at the source layer, not contacting the AI provider, since engines update sourcing based on what they retrieve, not on direct requests.

Peer benchmarks

What it tracks: The brand’s position relative to three to seven defined peers across every KPI above: SERP share of voice, AI narrative quality, Wikipedia presence, Knowledge Panel completeness. Peer-relative data is typically more actionable than absolute numbers because it reveals where leverage is greatest.
Owner: Program lead; reviewed with senior communications leadership.
Cadence: Compiled monthly; strategic peer-benchmark review quarterly when adjusting program focus.
Threshold for action: A peer gaining a sustained advantage on a priority layer, particularly in AI narrative quality or SERP share of voice, warrants reprioritizing work toward closing that gap rather than maintaining existing investments.

Qualitative stakeholder signals

What it tracks: What the brand is actually hearing from investors, candidates, journalists, and partners in real interactions, questions that surface from digital research, references to specific search results or AI answers, and the overall tone of diligence conversations.
Owner: Client communications lead; collected from investor relations, recruiting, PR, and BD teams.
Cadence: Collected continuously as stakeholder interactions occur; reviewed monthly and summarized quarterly alongside quantitative KPIs.
Threshold for action: A pattern of investors or candidates citing the same incorrect claim or hostile result in multiple separate conversations is a high-priority signal that quantitative monitoring may not yet have flagged, it drives immediate intervention regardless of where the KPIs stand.

The eight KPIs together produce a clearer picture than any single metric and form the standard basis for monthly reporting. Movement that does not show up in the metrics, source-level remediation, entity-layer engineering, Talk-page work, is typically the work that produces durable change, so reporting should distinguish inputs (work completed) from outputs (measurable movement) in every cycle.