Competitive Analysis for Paid Media: How To Find the Broken Stage
TL;DR Competitive research can show which stage of your funnel is broken (Be Seen, Be Believed, or Be Chosen) and which channel to fix it in.
Seer Interactive
Data-led agency research, including AI visibility studies. We follow it in Specialist Blogs. Our archive holds 12 of its stories, collected since 29 August 2026; on recent form it publishes about weekly.
Oct 7, 2026
Last post
About weekly
How often it publishes
12
Stories in our archive
50%
Rated medium or high impact
| Website | seerinteractive.com |
|---|---|
| Section here | Specialist Blogs |
| Publishes | About weekly · its 12 most recent posts span 51 days |
| Original feed | RSS / Atom → |
| Follow just this source | Our filtered feed · in the stream · search its headlines |
What it writes about
Technical areas detected across its archived headlines.
Latest from Seer Interactive
Every headline links to the original article.
Re-imagining AI Visibility KPIs in a Query Fan Out world
Wil, take me right to the KPI for long term sustainable GEO visibility!!
SaaS Marketers - Promote your Claude & Codex connectors & win in AI search
Claude and I had a 12,000 word back and forth on how to use Cloudflare and GA4 data to answer a hard question. If you were a SaaS marketer what would you do with all that context to make better…
AI Citations Aren't Your Top KPI: ChatGPT-5.6 Luna Runs More Targeted Searches
TL;DR We ran a direct comparison of 346 matched prompts to see whether ChatGPT-5.6 Luna behaved differently from GPT-5.5 GPT-5.6 Luna used web search more often but ran fewer queries, resulting in…
Our Most Valuable Blogs of 2026: According to Our Readers
What's my favorite horror movie? When I patted myself on the back for setting up an ~autonomous workflow~ that kept our newsletter subscriber hygiene clean by automatically unsubscribing anyone who…
Are You Struggling with Market Pressure or Operational Readiness? Use Our 2x2 Framework to Find Out
TL;DR If your performance numbers are down, your single-axis maturity model might be telling you to solve for the wrong problem A true framework should factor in two variables: what the market is…
Google Is Not Going to Stop Ranking Your Claude-Assisted Content
TL;DR Claude’s watermark only flags that Claude was “likely involved,” so it can’t tell a fully AI-drafted piece from a human draft Claude lightly edited It’s an EU compliance requirement (Code of…
AI Can Do More for Project Management Than Note-Taking: 4 Ways to Level-Up Your Usage
TL;DR AI is more than just a summary or synthesis tool for project managers, and the best PMs will use it to become a better strategic partner PMs can use AI to spot ongoing friction and pinpoint the…
AI Visibility Is Lying to You: There’s No One-Size-Fits-All AI Search KPI
TL;DR Everyone measuring AI search is defaulting to the same KPIs, but there is no one-size-fits-all AI search KPI New research shows 54% of AI search categories lack a clear category owner, and…
Study: AI Declined to Answer Prompts About Our Brand 31% of the Time (But Got Our Info Mostly Right When It Answered)
TL;DR We realized AI platforms were relaying an inaccurate narrative about Seer Interactive, so we ran a full analysis to find out what else they were saying — and whether the info was accurate Of…
How we built an agentic loop to improve every skill in our company, instantly
TL;DR I reviewed our traffic-decline-analysis skill's and found four real problems: a traffic number from the wrong source, a real drop mislabeled "stable," no way to trace where a number came from,…
What Is AI Saying About Your Brand? Develop a Brand Canon and Find Out.
TL;DR Brands are measuring AI visibility without tracking if the perception of their brand is even accurate We recommend building a brand canon, which tracks facts, differentiators, brand claims,…
Other sources in Specialist Blogs
About these figures
Counts come from our own archive, which records each story the first time its feed shows it to us. It only knows what it has seen: the total reflects how long we have been collecting, not everything Seer Interactive has ever published. Impact ratings are an automatic estimate from headline text — see how the scoring works.
Seer Interactive is an independent publisher. We are not affiliated with it; we link to its work and never republish it.