Insights
Every comparison, category sweep and research page on this site, in one place. Each line below is that page's own description.
Comparisons
Omniscient Digital alternativesWe scored 200 AI answers across four engines. Omniscient Digital was named 49 times, Hamster Garage 19, Minuttia 15, Rampiq 14 and Zupo 13.Minuttia alternativesJuly 2026: Minuttia named in 15 of 200 answers and 1 of 120 name-free answers; minuttia.com cited 24 times. Four engines, five runs.Hamster Garage vs RampiqJuly 2026: Hamster Garage named 3 times, Rampiq 0, in 120 name-free answers; rampiq.agency cited 25 times. Four engines, five runs.Zupo vs Omniscient DigitalJuly 2026: Omniscient Digital named 15 times, Zupo 0, in 120 name-free answers; zupo.co cited 19 times. Four engines, five runs.ChatGPT and Perplexity agenciesJuly 2026: 200 answers, four engines, five runs. Five agencies received 19 mentions in 120 name-free answers; one firm received 15.AI SEO agencies for B2BFour-engine research on 200 AI answers: agency mentions and citations measured. Lead generation outcomes were not measured.Which agency for LLM searchCompare four kinds of LLM search visibility agency and the work each does, using a 200-answer, four-engine study to explain measurement.
By industry
Dealership softwareA 160-answer sweep of powersports dealership management software across four AI engines. everlogic.com was cited 47 times against the category incumbent's 43.Healthcare RCM softwareA 37-answer sweep of healthcare RCM software across four AI engines. Waystar was named 20 times, R1 RCM 12, and 13 answers named no vendor at all.Legal practice softwareFour-engine study: 39 answers, Clio named 31 times. ChatGPT used one vendor's retired 2023 product identity five times.Radiology imaging softwareA four-engine sweep of radiology and imaging software returned 622 citations across 187 domains. 94 domains were cited exactly once and KLAS took 9.Field service management softwareField service management software has not been measured. See the proposed five-engine method and its limits, with no borrowed results.
Guides and research
The 2026 State of GEO860 AI answers across 85 B2B software companies, with source citations, category findings and the published study limitations.The Absence LadderA research framework for diagnosing why B2B software companies are absent from AI-generated buyer answers, based on 616 classified absence cases.Engine divergenceA four-engine study of 280 B2B buyer questions showing when vendor sets diverge, and why answer length must be controlled.GEO agencies, measuredA dated four-engine study of 200 AI answers showing which GEO agencies surfaced and how name-seeded prompts inflated raw mention counts.Best GEO agencies in 2026An evidence-led guide to GEO agencies for B2B SaaS, including services, pricing, proof standards, methodology and a clearly disclosed publisher profile.Improve AI search visibilityA research-led guide to visibility in ChatGPT, Claude, Perplexity and Google AI Overviews: measurement, evidence, entity clarity and source strategy.Measurement frameworkSee how Broadcastwell measures AI search visibility across ChatGPT, Claude, Perplexity and Google AI Overviews using a clearly labelled 120-answer example.GEO statisticsGEO statistics from published research: 860 AI answers across 85 B2B software companies and 61 categories, with sources and stated limits.GEO vs SEORanking versus being named, measured across four engines: citation concentration, divergence under a length control, and why cited is not recommended.
See where AI engines place your company
See which buyer questions leave you out, the sources visible in those answers, and the three changes worth testing first. The Category Audit covers ten questions; the Diagnostic extends to 35 questions and 525 scheduled observed answers, adaptive runs extra. AI answers vary, so repeated observations and disagreements are reported.
Start with the $490 Category AuditResults appear in your account; a sign-in link arrives by email. Credits in full against the Diagnostic within 30 days.
Get the Diagnostic, $990Results appear in your account; a sign-in link arrives by email. Credits in full against the program.