Insights
Every comparison, category sweep and research page on this site, in one place. Each line below is that page's own description.
01
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 alternativesMinuttia was named in 15 of 200 AI answers and once across the 120 questions that named no agency, while minuttia.com was cited 24 times. Four engines, five runs, July 2026.Hamster Garage vs RampiqOn the 120 AI answers whose question named no agency, Hamster Garage was named 3 times and Rampiq none, while rampiq.agency was cited 25 times. Four engines, five runs, July 2026.Zupo vs Omniscient DigitalOn the 120 AI answers whose question named no agency, Omniscient Digital was named 15 times and Zupo none, while zupo.co was cited 19 times. Four engines, five runs, July 2026.ChatGPT and Perplexity agenciesAcross 200 AI answers from four engines, five agencies were named 19 times on the 120 questions that named nobody. One firm took 15 of the 19. Four engines, five runs, July 2026.AI SEO agencies for B2BWe scored 200 AI answers across four engines to see which agencies get named. Naming and citation were measured. Lead generation outcomes were not, and this page says so.Which agency for LLM searchFour kinds of agency touch LLM search visibility and they change different things. We scored 200 AI answers across four engines to show what the measurement layer looks like first.
02
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 softwareA 39-answer sweep of legal practice management software across four AI engines. Clio was named 31 times, and ChatGPT named 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.
03
GUIDES AND RESEARCH
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 statisticsCitable GEO statistics from three open datasets with DOIs: 860 AI answers scored across 85 B2B software companies, plus absence patterns across 60 categories.GEO vs SEORanking versus being named, measured across four engines: citation concentration, divergence under a length control, and why cited is not recommended.
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