Chief Operating Officer

Andrew Bethel

Andrew is COO of Perfectus Labs, where he runs the operating system behind Cognos AEO, BookedSolid AI, and the research shaping what the company builds next.

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About Andrew

Andrew Bethel is Chief Operating Officer at Perfectus Labs, where he runs the operating system for the entire company: the people, priorities, delivery standards, and AI-powered workflows that turn ambitious ideas into dependable products and client outcomes.

His remit extends across Cognos AEO, BookedSolid AI, and the research program exploring the next evolution of the company's systems, tools, and use of AI. He connects those workstreams so product learning improves delivery, delivery insights inform research, and research becomes something the team can put into practice.

He specializes in building the operating engine for high-growth companies — transforming strategy into disciplined execution while keeping teams aligned as the market changes. His leadership spans executive operations, marketing, ecommerce, demand generation, product development, and the systems required to move from growth-stage momentum to durable performance.

Cognos is one important part of that work: the answer-engine optimization system and the engagements that keep it grounded in real buying behavior. BookedSolid is another: the AI outreach and follow-up system designed to turn existing demand into conversations. Andrew oversees both alongside the broader company planning and the experiments that determine what comes next.

He writes from the operator's view — the decisions, tradeoffs, measurement, and accountability required to make AI useful inside a real company, not just impressive in a demo.

Authority in practice

Runs company-wide operations across Cognos AEO, BookedSolid AI, delivery, team development, and strategic planning.
Designed and implemented the operating playbooks for AI-powered service and software lines, then scaled the teams that run them.
Connects live client and product feedback to the research agenda for the next generation of systems, tools, and AI workflows.
Led senior marketing and growth functions across technology, ecommerce, and service environments.
Managed significant acquisition budgets and built internal programs that improved performance while reducing operational dependence on outside agencies.
Architected the demand and delivery infrastructure that scaled multiple AI service lines from concept to repeatable revenue.

What Andrew is a reliable source on

How AI companies turn research into dependable products and client delivery
Operating Cognos AEO as an ongoing program instead of a one-off audit
The systems and workflows behind BookedSolid AI's outreach and follow-up
How leadership teams evaluate and apply the next generation of AI tools
Measuring AI search visibility and connecting it to business outcomes
Building accountable teams and operating systems during rapid market change

Editorial standards

Every claim about a platform change links to the primary source — the vendor's own documentation, changelog, or policy page.
Numbers come from engagements he works on or from published research that is cited by name and date.
Posts distinguish between what the team has observed in practice, what is documented publicly, and what remains a hypothesis.
Posts are dated and revised when a platform changes, rather than quietly rewritten.
No prediction is published without stating what would prove it wrong.

Frequently asked

What does Andrew Bethel do at Perfectus Labs?

He is Chief Operating Officer, responsible for company-wide operations across Cognos AEO, BookedSolid AI, team execution, delivery standards, and the research shaping the next generation of the company's systems and AI tools.

What does Andrew write about?

He writes about the practical side of operating an AI company: answer-engine optimization, AI-powered outreach, product and workflow design, applied research, measurement, and the leadership systems that turn new technology into dependable results.

What qualifies him to write about AI and operations?

He runs operations across the company's products and research program, with more than a decade in senior marketing, growth, and operating leadership. He also holds a Digital Analytics certificate from MIT Sloan.

How often does he publish?

Roughly monthly, tied to a material change in AI, a documented platform shift, a meaningful operating lesson, or a measurable change in how buyers discover and evaluate companies.

Posts by Andrew Bethel

Aug 4, 20267 min read

Inside Cognos: optimizing for answer engines that never publish a changelog

ChatGPT, Perplexity, Copilot and Claude all decide who gets cited — and none of them announce when the rules change. Here is how the Cognos program is built to keep up, and what it actually does week to week.

Jun 17, 20266 min read

Google gave you one window into AI visibility. It is not the whole room.

Search Console now reports impressions inside AI Overviews and AI Mode. That is one surface, one metric, one vendor. Here is how to measure the rest of your AI visibility.

May 20, 20266 min read

Google published its own AEO guide — and quietly corrected the industry

On May 15, 2026 Google released official guidance on optimizing for generative AI features, including a section debunking common AEO and GEO myths. Here is what it confirms and what it kills.

Apr 21, 20265 min read

Google made back button hijacking a spam violation. Check your funnel.

On April 13, 2026 Google gave site owners two months of warning before enforcement. Aggressive conversion tactics your agency installed years ago may now be a demotion risk.

Apr 7, 20265 min read

Googlebot only reads your first 2MB. Most sites waste it.

In March 2026 Google published the byte limits behind its crawling infrastructure. If your critical content sits past the cutoff, it does not exist — no matter how good it is.

Dec 9, 20256 min read

Who gets to read your website now

Cloudflare began blocking AI crawlers by default and launched pay per crawl. Access to your content became a business decision — and most companies made it by accident.

Nov 12, 20256 min read

Google started deleting rich results. Here is what replaced them.

On November 5, 2025 Google began phasing out lesser-used search features and pulled their structured data reports from Search Console in January 2026. The blue-link real estate you used to win is being consolidated into answers.