Choose a report and its evidence

Use the same IQRush data to answer different business questions. The report is a choice of scope and presentation, not a separate measurement mode for every industry. Each recipe below can guide an assistant conversation or a custom reporting application. For every report, retain project and run IDs, dates, filters, stability, confidence intervals, and supporting source references.

Report	Question to ask	Tools to begin with	Useful output and boundary
Executive visibility	Where are we visible, and which conclusions are decision-grade?	`get_executive_summary`, `get_results_stability`, citation and mention scores	A concise assessment with platform differences and uncertainty.
Distribution channels	Which retailers, distributors, and marketplaces appear in answers for our category?	Citation scores at domain and URL level, grounding sources, mention statements	A source-by-channel table. Channel labels are your reviewed classification, not an automatic native dimension.
Influencer and publisher strategy	Which editorial or expert sources support the brands in these answers?	`get_grounding_sources`, `get_brands_grounded_by_source`, `compare_grounding_sources`	Evidence-backed source candidates. Citation presence is not an endorsement or an audience-reach estimate.
Ecommerce and PDP visibility	Which product detail pages appear, for which questions, and with what support?	URL citation scores, `analyze_page_performance`, technical features	Page opportunities and evidence. Add Google product data only when available.
Financial services visibility	How are our services represented across buyer questions and platforms?	Mention scores, sentiment, statements, topic/platform filters	A service and competitor view. Visibility does not establish investment quality or regulatory compliance.
Private equity and banker perspectives	How does a firm appear in the questions an investment banker would ask?	Query catalog, topic filters, available `user_profile` filters, mentions and sources	A persona-specific view only where that persona was actually included in the measurement.
Agency portfolio	Which client projects need attention this period?	Project discovery, run selection, stability, explicit per-project metrics	Separate project summaries. Do not combine unlike prompt populations into an unlabeled portfolio score.
Content improvement	Which cited claims have strong page support and which need review?	Page performance, statements, technical features and HTTP recommendations	A page handoff that separates measured evidence from proposed changes.
Change monitoring	Which observed changes deserve follow-up?	Timeseries, drift, paired contrast, significant findings	Direction, interval on the difference, and candidates for investigation.

Follow a step-by-step recipe

Each recipe identifies the calls, the output to assemble, and the evidence needed before drawing a conclusion.

Example questions at the same level of detail

For Agent Q: “For this project and selected run, compare our owned pages with distributor pages on the mineral sunscreen topics. Show citation coverage, supporting sources, confidence intervals, and any limitations.” For ChatGPT or Claude: “Use IQRush to open my Colorescience project. Use its latest completed, ready run. Compare our owned pages with distributor pages on the mineral sunscreen topics. Show citation coverage, supporting sources, confidence intervals, and any limitations.” The second example explicitly selects the external data connection and project. Agent Q has the product’s current project context. Do not assume the conversations or UI actions transfer between the two. For a banker perspective: “Check whether this project includes banker-persona questions. If it does, summarize the firm’s visibility for that slice. If it does not, describe what the existing data can answer and what a future measurement would need.” For ecommerce: “Find our most visible PDPs and the questions behind them. Separate citation coverage from AI referral traffic. If Google data is linked, show the actual snapshot window used.”

Create the report

Choose the question, discover the supported scope, retrieve the evidence, and then write the assessment. An assistant can produce a memo, table, or report file if its host supports that output. IQRush tools return data and, for analytics_mode, an analysis plan; they do not guarantee that a file has been generated or published. Next: A complete worked example.

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Report recipes

Reference

Session and discovery

Visibility measurements

Sources and evidence

Changes and trends

Google data

Pages and report planning

HTTP operations

Choose a report and its evidence

Follow a step-by-step recipe

Example questions at the same level of detail

Create the report

​Follow a step-by-step recipe

​Example questions at the same level of detail

​Create the report

Follow a step-by-step recipe

Example questions at the same level of detail

Create the report