Profound: personal context changes ChatGPT and Muse Spark shopping recommendations
Profound published a study on Oct. 29 testing how saved personal context changes AI shopping answers.
Via Profound research blog ↗ · Oct 29 · · Research, AEO, Engines
The record
Profound is an AI-visibility platform — citation tracking, decay, persona testing, agents — and the vendor shipping measurement features fastest on this record.
Nine items, and Profound appears in two roles: the vendor shipping measurement features faster than anyone on this record, and the source of studies with stated methods and large samples. The features: Citation Decay (August 13), tracking week-over-week counts for every cited URL; a YouTube citation breakdown by channel and video (August 19); Adobe Experience Manager nodes for its agents; and a Context Manager for its AI Marketer. The studies: commercial intent in ChatGPT conversations rose from 13.9% to 19.2% in a year across 7.5 million U.S. conversations; inaccuracy rates of 4.3–6.8% across engines in more than 158,000 brand claims, with Claude more than 1.3 times as likely as ChatGPT to produce an inaccurate one; Claude and Claude Code behave as distinct engines, searching the web in over 93% versus 13% of responses; feed-integrated retrieval reached roughly 65% of ChatGPT Shopping recommendations; and across 71,147 persona-varied responses only about one in four brand picks matched across income, age and gender. Every figure is vendor-published; the record carries no outside replication.
21 items on the wire, newest first. Elsewhere: official
Profound published a study on Oct. 29 testing how saved personal context changes AI shopping answers.
Via Profound research blog ↗ · Oct 29 · · Research, AEO, Engines
Profound added Search Visibility to its Pages dashboard on October 19, pulling in Moz's Domain Authority, Page Authority, and top-50 Google keyword…
Via Profound research blog ↗ · Oct 19 · · Tools & Vendors, AEO
Profound's research blog says the share of ChatGPT answers with cited links carrying a tagged chatgpt.com source link has recovered to about 99% as of…
Via Profound research blog ↗ · Oct 16 · · Tools & Vendors, AEO, Research
Profound rebuilt its Agents feature so a user describes the job in plain English and Aim, the platform's AI Marketer, drafts the whole thing — replacing a…
Via Profound research blog ↗ · Oct 16 · · Tools & Vendors, AEO
Profound's research blog attributes ChatGPT's disappearing UTM tags to the rollout of its Intelligent UI answer format rather than a bug — a different…
Via Profound research blog ↗ · Oct 14 · · Research, AEO
Profound ran 711 prompts through Anthropic's API 20 times each on Claude Sonnet 5 and Sonnet 5.5 with web search enabled — 28,440 answers total — and…
Via Profound research blog ↗ · Oct 13 · · Research, AEO
Profound redesigned its Projects feature on October 2, turning it from basic chat organization into a shared workspace where Aim, the platform's AI…
Via Profound research blog ↗ · Oct 2 · · Tools & Vendors, AEO
Profound launched Dynamic Bot Rendering on October 11, detecting AI bots — including ChatGPT, Perplexity, Claude and Gemini — and automatically serving…
Via Profound research blog ↗ · Oct 11 · · Tools & Vendors, AEO
Profound traced Meta's Muse — a personal-agent app that passed 2.5 million downloads after its September 8 launch — through 50 test prompts in one retail…
Via Profound research blog ↗ · Oct 2 · · Research, AEO
Profound tracked 883,000 pages across seven AI engines — ChatGPT, Perplexity, Claude, Google AI Overviews, Google AI Mode, Gemini, and Microsoft Copilot…
Via Profound research blog ↗ · Sep 30 · · Research, AEO
Profound redesigned Answer Engine Insights, its AI-visibility dashboard, folding Personas, Platforms, and Regions data into the Visibility, Citations…
Via Profound research blog ↗ · Sep 21 · · Tools & Vendors, AEO
Profound has raised $180 million to build what CEO James Cadwallader calls "the AI platform for marketing," according to a post on the company's blog.
Via Profound research blog ↗ · Sep 16 · · Tools & Vendors, AEO
Profound tested ChatGPT, Gemini, and Claude with personas built from combinations of income, age, gender, and occupation, asking each about credit cards…
Via Profound research blog ↗ · Sep 10 · · Research, AEO
Feed-integrated retrieval accounted for roughly 65% of ChatGPT Shopping mode product recommendations as of late August, overtaking web search as the…
Via Profound research blog ↗ · Sep 3 · · Engines, Research, AEO
Profound introduced Context Manager, a layer that organizes a company's brand knowledge — spanning company, market, offerings, audience, strategy, and…
Via Profound research blog ↗ · Sep 1 · · Tools & Vendors, AEO
Profound introduced native Adobe Experience Manager (AEM) nodes for Profound Agents, letting them list, search, get, create, and update AEM content…
Via Profound research blog ↗ · Aug 28 · · Tools & Vendors, AEO
Profound's analysis of 24,135 responses collected July 13–23 found Claude searched the web in over 93% of responses versus just 13% for Claude Code, and…
Via Profound research blog ↗ · Aug 24 · · Research, AEO, Tools & Vendors
Profound analyzed more than 158,000 AI-generated brand claims through its FactCheck tool and found inaccuracy rates of 4.3-6.8% across engines, with…
Via Profound research blog ↗ · Aug 17 · · Research, AEO
Profound added a YouTube Citation Breakdown to its Answer Engine Insights product on August 19, showing which channels, individual videos, and video…
Via Profound research blog ↗ · Aug 19 · · Tools & Vendors, AEO
Commercial intent in ChatGPT conversations rose from 13.9% to 19.2% between June 2025 and June 2026, per Profound's analysis of 7.5 million…
Via Profound research blog ↗ · Aug 13 · · Research, AEO
Profound launched a feature called Citation Decay on August 13, tracking week-over-week citation counts for every cited URL to show how a citation's…
Via Profound research blog ↗ · Aug 13 · · Tools & Vendors, AEO