robots.txt ChatGPT fetch bot: what site owners should do
OpenAI says ChatGPT’s fetch bot may ignore robots.txt. Here’s a practical, layered response site owners and product teams can implement immediately.
Insights
Written from the work — positioning, brand systems, engineering, and growth.
How to validate positioning with two quick tests
Run a one-sentence positioning through a four-job checklist, a focused landing page, and three short interviews to validate positioning before you build.
Brand identity case study
Brand identity case study: how we turned inconsistent touchpoints into a living identity system that speeds production and scales for growth.
How 3D product renders get made
Commercial 3D product renders are a production problem, not an art exercise. This piece walks the pipeline, decisions, trade-offs, and gates to turn a 3D asset into commerce-ready imagery.
AI purchase journey: Make your brand legible
As consumers ask AI what to buy, the AI purchase journey shortens. The fix: compress your positioning into one machine-readable claim and expose verifiable product facts.
3D production strategy that actually drives conversion
Treating 3D as polish wastes budgets. A 3D production strategy defines the commercial job, builds a repeatable pipeline, and ties renders to funnel metrics so visuals compound value.
AI marketing data pipelines: Fix the pipes first
AI marketing agents promise automation and efficiency, but without real-time customer data plumbing they underdeliver and create costly rework. Here’s how to audit and fix the foundation.
Turn one page into an owned growth channel
A practical, step-by-step guide to convert a single high-traffic page into an owned acquisition engine — capture, measure, and compound with repeatable experiments.
3d production strategy: Render Less, Sell More
Stop commissioning every angle. Produce a small set of renders tied to commercial jobs—reduce returns, answer buyer questions, and speed time-to-market.
Google AI search opt-out: what tech teams should do
Google is rolling out an opt-out for its AI search features as Top Stories appear inside AI Overviews. Here’s what engineering and product teams should measure and the practical steps to protect search-driven revenue.
Design tokens that make your brand live
If your identity falls apart between product and marketing, the missing link is a semantic token layer. This guide gives the steps to turn a visual system into living design tokens that ship.
Strategy engagement outcomes: what they deliver
Strategy is decision architecture, not a deck. Read the specific artifacts, signals, and scenarios a focused positioning engagement produces.
Product certainty as a strategic axis
Atlys is treating visa certainty as a product by surfacing predictions, secure handling, and transparent signals. Here’s what product certainty demands from positioning, ops, and UX.
How we build technology as revenue infrastructure
A practical look at the decisions we make when engineering websites and apps that must do business work — not just look good. Tradeoffs, instrumentation, and the handoff that never happens.
robots.txt ChatGPT fetch bot: what site owners should do
OpenAI says ChatGPT’s fetch bot may ignore robots.txt. Here’s a practical, layered response site owners and product teams can implement immediately.
How to validate positioning with two quick tests
Run a one-sentence positioning through a four-job checklist, a focused landing page, and three short interviews to validate positioning before you build.
Brand identity case study
Brand identity case study: how we turned inconsistent touchpoints into a living identity system that speeds production and scales for growth.
How 3D product renders get made
Commercial 3D product renders are a production problem, not an art exercise. This piece walks the pipeline, decisions, trade-offs, and gates to turn a 3D asset into commerce-ready imagery.
AI purchase journey: Make your brand legible
As consumers ask AI what to buy, the AI purchase journey shortens. The fix: compress your positioning into one machine-readable claim and expose verifiable product facts.
3D production strategy that actually drives conversion
Treating 3D as polish wastes budgets. A 3D production strategy defines the commercial job, builds a repeatable pipeline, and ties renders to funnel metrics so visuals compound value.
AI marketing data pipelines: Fix the pipes first
AI marketing agents promise automation and efficiency, but without real-time customer data plumbing they underdeliver and create costly rework. Here’s how to audit and fix the foundation.
Turn one page into an owned growth channel
A practical, step-by-step guide to convert a single high-traffic page into an owned acquisition engine — capture, measure, and compound with repeatable experiments.
3d production strategy: Render Less, Sell More
Stop commissioning every angle. Produce a small set of renders tied to commercial jobs—reduce returns, answer buyer questions, and speed time-to-market.
Google AI search opt-out: what tech teams should do
Google is rolling out an opt-out for its AI search features as Top Stories appear inside AI Overviews. Here’s what engineering and product teams should measure and the practical steps to protect search-driven revenue.
Design tokens that make your brand live
If your identity falls apart between product and marketing, the missing link is a semantic token layer. This guide gives the steps to turn a visual system into living design tokens that ship.
Strategy engagement outcomes: what they deliver
Strategy is decision architecture, not a deck. Read the specific artifacts, signals, and scenarios a focused positioning engagement produces.
Product certainty as a strategic axis
Atlys is treating visa certainty as a product by surfacing predictions, secure handling, and transparent signals. Here’s what product certainty demands from positioning, ops, and UX.
How we build technology as revenue infrastructure
A practical look at the decisions we make when engineering websites and apps that must do business work — not just look good. Tradeoffs, instrumentation, and the handoff that never happens.