Three checks before acting on ecommerce research
Founder story
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Blog
Essays on AI tooling, plus launch stories from the founders themselves.
Why Invoice Sonic?
Founder story
6 min read
Outbid.lol and the pay-to-rank wave: what a paid number one buys
A leaderboard ordered by how much you paid went viral in August 2026 and was cloned within hours. What the mechanic buys a founder, what it does not, and which of the numbers anyone can actually check.
directorieslaunchseo
6 min read
83 of 519 AI tools keep their price on the home page and nowhere else
We already knew roughly two thirds of the tools we list publish a price. This time we recorded where it was. 432 put it at /pricing, 83 keep it on the home page only, and 108 of the 519 were invisible to a plain fetch until a browser ran their scripts.
Pricingfoundersresearch
1 min read
Google DeepMind introduces Gemini 3.7 Flash
Google DeepMind has launched Gemini 3.7 Flash, an update designed for coding and agents. Released three weeks after Gemini 3.6 Flash, the model offers lower pricing and performance improvements in software engineering and web development.
ai modelscodinggemini
1 min read
MAI-Code-1.1-Flash arrives in GitHub Copilot
Microsoft has released MAI-Code-1.1-Flash in GitHub Copilot, bringing native vision support, efficiency gains, and a 73% lower list price than its predecessor. The small-tier coding model is available now for free, student, and paid subscribers across various developer environments, with administrator action required for enterprise plans.
ai toolscoding modelsgithub copilot
1 min read
Meta releases Muse Glimmer, a 30B open source multimodal model
Meta has released Muse Glimmer, an open source, local, agentic, and multimodal 30B parameter model featuring a 2B ViT-style vision encoder and a 28B parameter text decoder. Day-0 support is available across multiple libraries, including transformers, llama.cpp, vLLM, and Inference Endpoints.
Open Sourcehugging facemeta
5 min read
We audited 701 AI tool sites, then rebuilt the check we run on yours
Our submission check asked whether your title tag exists. Across 701 listings that passed 60 titles saying nothing but the brand name, and 14 share images pointing at a 404. It now asks the question the audits found was worth asking.
Toolsfoundersresearch