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// case study · SaaS · Browser extension

A Marketplace alerts SaaS, on a weekly cadence.

carsnipe.com onboarded Mar 2026 · 21 weeks live · flat $200/mo
399
Recommendations shipped Total completed across technical, content, schema, and SEO categories in 21 weeks of weekly cadence.
// the brief

Marketplace alerts, desktop extension.

CarSnipe is a desktop browser extension that monitors Facebook Marketplace for used-car deals and pushes Telegram alerts within ~3 minutes — built for buyers who want a speed advantage over slower competitors. Two paid plans, a 7-day free trial, no credit card required. The audience is serious buyers willing to pay for the speed edge.

SaaS marketing sites have a specific SEO shape: a small marketing surface (homepage, pricing, features, blog) that has to rank for high-intent product queries while also feeding AI engines clean answers about "what is X" and "X vs alternative". When we onboarded the domain, the technical layer needed work — Core Web Vitals, schema, GEO-shaped passages, and the kind of cross-linked SaaS content that engines can actually parse.

Industry
SaaS · Browser extension
On the program
21 weeks · since Mar 2026
Plan
$200 / month, flat
// the work

What we've shipped, weekly cadence.

01
SoftwareApplication + Product schema, sitewide. JSON-LD on every page that markets the product, with plan pricing, free-trial flag, and platform set. AggregateRating where rating data is real; we don't fake it when it isn't. This is what AI engines pull when they answer "what does CarSnipe cost".
02
Core Web Vitals work. Current mobile LCP 5.797s, CLS 0.000. Marketing-site performance matters because every ad-click and Search visit lands here before they ever see the extension. Slow pages bleed conversions.
03
GEO optimization for SaaS queries. Rewrote feature and pricing copy into passage-level shapes: one-sentence definition of what the product does, one paragraph of context, one bulleted list of specifics. These are the shapes ChatGPT and Perplexity lift when someone asks for a comparison or a recommendation.
04
Competitor comparison pages. "CarSnipe vs Swoopa" and similar high-intent comparison pages — built only where there's actually a buying decision being made. Every comparison page links to the buying CTA above the fold.
05
IndexNow on publish. 95 URLs pushed to Bing + Yandex over the engagement. Bing typically indexes within 24h while Google's crawl scheduler takes 5–9 days — that's real referral traffic we don't have to wait on Google for.
// where we are right now

21 weeks in, real activity.

These numbers are pulled live from our recommendation tracker, Search Console, and PageSpeed Insights. The engagement is young and the Search Console window is shallow — we'll add organic-traffic deltas to this page as the window grows.

carsnipe.com logo
These results are for
carsnipe.com
399
Recommendations shipped
90 in the last 7 days
A (94)
Current Health Score
composite across 8 scan types
5.8s
Mobile LCP
latest PageSpeed snapshot
123,108
Search Console impressions
since onboarding (Mar 2026)
// where they started vs where they are
Organic traffic 18× higher than before joining.
Measured against the 30 days before CarSnipe joined ConceptSEO (Feb 7–Mar 8) · 399 fixes shipped across 21 weeks
Before ConceptSEO
11
organic clicks / week
Now
198
organic clicks / week
Impressions / week
15,988
▲ +4,596% since start
Working together
21 wks
since March 2026
Feb 7–Mar 8 — 11 clicks/wk Jun 27–Jul 24 — 198 clicks/wk
// results summary

Since Mar 2026, CarSnipe has run ConceptSEO's weekly cadence for 21 weeks. In that window we shipped 399 recommendations across technical, content, schema, and GEO work, and the site now holds a Health Score of A (94/100). Organic clicks are 18× higher than the 30 days before joining (11 → 198 per week). Every figure here comes live from our recommendation tracker, Search Console, and PageSpeed Insights, not estimated.

Want this on your site? We would start with a free audit that maps your highest-impact fixes, then ship them week by week. Send my free audit.

// recommendations by category
Content
159
E-E-A-T
3
Internal links
35
SEO
71
Technical
130
UX
1
"

SaaS SEO is mostly about being the answer a buyer's research process lands on. Schema, passage-level copy, and weekly hygiene do that work.

— ConceptSEO SaaS playbook

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