Target's AI Photo Search, ChatGPT Ads in DSP, Pocket FM and more

Target introduced AI-powered Photo Search in its mobile app, allowing shoppers to upload or take an image to find similar products, and Review Insights, which summarizes themes in product reviews. Retail Dive reports that Target says Review Insights has increased conversions and add-to-cart activity, although the retailer did not provide quantified results.

The capability shift. Visual product discovery and structured review summarization are now embedded in a mass retailer's shopping flow, alongside personalized Buy Again recommendations.

Where it lands. Photo-to-product discovery; review-theme summarization; personalized replenishment and deal surfacing.

Founder angle. Build a lightweight visual-search and review-insight layer for Shopify merchants that improves product discovery without requiring a full retailer-scale search rebuild.

Amazon is piloting access to ChatGPT Ads through Amazon DSP, allowing select U.S. advertisers to buy conversational ad inventory through a managed service. Search Engine Land reports that Delta Vacations is among the pilot advertisers and that campaigns can use CPM or CPC buying plus product-feed-generated ad assets.

The capability shift. Advertisers can extend an existing DSP buying workflow into ChatGPT's conversational surface, with product catalogs used to generate ad assets and OpenAI retaining placement control.

Where it lands. Managed buying of conversational ads; catalog-to-ad creative generation; aggregated measurement of ChatGPT campaigns.

Founder angle. Build a small-business service that converts merchant catalogs into conversational-ad tests and reports incremental outcomes across AI surfaces.

Pocket FM told TechCrunch that AI powers 93% of its catalog and 99% of new content while humans continue to provide story ideas and creative direction. The company said AI made production about 80 times cheaper, cut the time for 100 hours of content from roughly a year to a day, and coincided with a $500 million annualized revenue run rate.

The capability shift. Human-led serialized storytelling can be turned into high-volume audio and micro drama output at a production cost and speed that traditional workflows cannot match.

Where it lands. Serialized audio localization and production; AI-generated micro dramas from existing IP; listener-signal-driven content iteration.

Founder angle. Test a focused IP studio where humans own concepts and editing while models handle production, localization, and rapid format experiments; do not assume Pocket FM's economics transfer without distribution and retention.

OpenAI introduced GPT-6 Astra with claimed gains in computer use, browsing, software engineering, cybersecurity, science, and professional work, and said it is rolling out through ChatGPT, the API, Azure, and Bedrock. The announcement demonstrates workflows such as filling forms, updating CRM records, conducting research, generating websites, and running frontend QA, while its benchmark and safety claims remain primarily vendor-reported.

The capability shift. The practical delta is more reliable, faster computer-use and multi-step work at a frontier-model level, reducing the need for custom APIs in workflows that can be operated through existing applications.

Where it lands. Browser-based customer and operations workflows; autonomous frontend QA and software testing; research and document-production agents.

Founder angle. Use Astra to test software- and browser-operating products that were previously too brittle, but start with reversible, approval-gated workflows and measure task success rather than benchmark scores.

MarTech reports that an IAB survey of 211 U.S. brand and agency ad-investment decision-makers found 44% cite adapting to AI-driven consumer behavior as a top media-investment challenge. The same report says 45% struggle to compare AI-driven and traditional journeys, 35% lack consistent brand-visibility or citation data, and commerce-media spending is forecast to grow 13.6% in 2026.

The capability shift. AI discovery creates a new measurable surface—brand visibility and citations in generated answers—but most marketers still lack reliable referral and incrementality instrumentation.

Where it lands. AI answer visibility and citation monitoring; AI-versus-traditional journey measurement; incrementality testing for commerce media.

Founder angle. Build an evidence-first AI discovery analytics product that combines citation monitoring, referral data, branded search, and controlled experiments instead of selling opaque visibility scores.