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Playbook · 2026 edition
eCommerce Competitor Monitoring Playbook
The 15-section framework Trendos uses to monitor any ecommerce competitor. Updated for the AI-search and agent-readiness dimensions that did not exist 18 months ago.
- 21 pages, free
- 15-section framework
- 2026 AI + Agent Readiness scoring
- Refreshed monthly
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Free, 21 pages. The email arrives in under a minute.
What is ecommerce competitor monitoring in 2026?
The practice of tracking what every competitor brand changes across pricing, assortment, marketing, paid acquisition, organic search, AI-search visibility, agent readiness and customer experience. In 2026 the definition expanded to include how often a brand is cited by ChatGPT, Claude and Gemini, and how readable the site is to buying agents.
Inside this playbook
What is inside
Sixteen sections, one worksheet, monthly cadence. Two focused hours per competitor.
Snapshot
Pricing and promotion intelligence
Assortment and merchandising
Marketing messages and positioning
Paid acquisition footprint
SEO and organic search
AI and LLM brand visibility
2026 criticalAgent readiness (the new SEO)
2026 criticalCommerce tech stack
Social and community
Customer experience signals
Reputation and review aggregate
People and hiring signals
Financials and growth where visible
Strategic gaps and opportunities
Monitoring cadence
Why this matters now
The competitor brief from 2024 will not cut it.
The way buyers find ecommerce brands is splitting in two. Google still drives a large share of traffic, but a fast-growing slice of high-intent searches now happens inside ChatGPT, Claude and Gemini. The brands cited in those answers get bought. The brands not cited do not exist for that buyer.
There is a second shift underneath. Buying agents are starting to act for users at checkout: visiting sites, comparing prices, completing purchases. Whether your site is readable to those agents is a new dimension entirely, and it has its own scoring rubric in section 7.
The 2026 question is no longer "do you rank on Google" but "do you get cited by the model and reached by the agent". This playbook gives you a working framework for both.
"The 2026 question is no longer 'do you rank' but 'do you get cited'."
Nir Bentziony, Founder, Trendos
Section 7 preview
The 6-pillar Agent Readiness rubric
Score any site 0-100. The same rubric Trendos uses in production. Pillar weights add to 101 on purpose - schema and tech access get a slight overweight because they unlock everything else.
Schema markup
23
weight
Technical access
24
weight
Content quality for retrieval
18
weight
Trust signals
11
weight
AI surface files
13
weight
Entity recognition
12
weight
Back of the playbook
The 8-prompt Competitor Brief
Fill it in as you work the sections. If you can answer all 8 prompts cleanly, you understand this competitor well enough to act.
Annotatable in any PDF reader. Two pages.
Worksheet
Your Competitor Brief
- 1. TL;DR in 3 sentences
- 2. Their single biggest strength
- 3. Their single biggest weakness
- 4. The one thing you would copy
- 5. The one thing you would do differently
- 6. AI / LLM citation score gap
- 7. Agent Readiness score gap
- 8. 30 / 60 / 90 day moves
Who it is for
Built for in-house teams, not agencies.
Founders
You need a category map before you raise, hire, or ship. Run this once per quarter on each direct rival and you have the brief most decks bury under 60 slides.
Growth & Marketing
Build a competitor war room without spinning up a research vendor. Sections 1-4 give you the day-to-day moves. Section 6 tells you whether ChatGPT cites you.
Brand & eCommerce Directors
Stop running quarterly reviews from screenshots. The Agent Readiness rubric in section 7 is the same one Trendos uses to score sites in production today.

About the author
Nir Bentziony
Founder of Trendos. Runs this playbook manually on every new account Trendos signs, then automates sections 1-7 on a daily cycle for the customer.
Connect on LinkedInFAQ
Questions, answered.
Ready when you are
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Free, 21 pages, AI search and agent readiness included. The email lands in under a minute.
Send me the 2026 edition
Includes the 6-pillar Agent Readiness rubric and the 8-prompt Competitor Brief.
