Commercial intent mapping
Extended warranty, vehicle protection and plan-comparison searches informed how commercial pages were targeted.
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CASE STUDY / 03
Toronto, Canada · AI searchAutopair Warranty
Making a specialist brand part of the answer.
Commercial page optimization and entity clarity for a vehicle warranty provider in a competitive Canadian market.
Visit autopair.ca ↗2.36KOrganic clicks
153KSearch impressions
8.1Average position
3-month reporting windowGoogle Search Console
01 / THE BRIEF
Making coverage and commercial intent easier to navigate.
Extended vehicle warranty searches involve plan details, coverage and comparisons. The campaign focused on helping the right pages answer those needs and on presenting the business consistently across its website, local information and structured data.
- Business
- Vehicle warranty
- Market
- Toronto, Canada
- Focus
- SEO + GEO
- Website
- autopair.ca ↗
02 / THE STRATEGY
Connect the intent,
the pages, and
the business.
I mapped commercial intent to plan, pricing and coverage pages, then connected those pages through internal links. Brand and entity consistency supported the wider goal of helping search systems identify the provider and its offering.
The approach brought search intent, content structure and business relevance into one plan. The documented work below describes the campaign scope rather than assuming that a single change caused every result.
03 / THE IMPLEMENTATION
How the work
came together.
The core workstreams recorded for Autopair Warranty in the supplied portfolio.
Plan & coverage optimization
Plan, pricing and coverage pages were optimized and connected through commercially relevant internal links.
Brand & structured information
Brand, entity and structured-data signals were reviewed to make the company and its offering clearer.
Business information & tracking
Business Profile information and NAP consistency were reviewed alongside Search Console performance.
04 / THE RESULTS
What the
evidence shows.
The supplied three-month report records 2.36K clicks and 153K impressions. Captured non-branded Toronto queries show Autopair listed first in a Google AI Overview provider list and a ChatGPT recommendation.
Reading the results
Organic clicks and impressions describe the three-month report. The brand SERP, Google AI Overview and ChatGPT captures show different forms of visibility; the non-branded AI examples are identified separately from the branded search example.
05 / SUPPORTING EVIDENCE
See the original
campaign screenshots.
Search Console, Google and AI-search captures extracted from the original portfolio. Select a screenshot to inspect it in full.
Google Search Console performance
2.36K clicks and 153K impressions across the three-month report.
Branded Google search results
Captured brand-and-location query showing an organic result, AI Overview and knowledge panel.
Google AI Overview
Observed first-listed provider for “auto vehicle warranty company toronto”.
ChatGPT recommendation
Observed first-listed recommendation for “best vehicle warranty companies in Toronto”.
Source: the supplied SEO Recent Case Studies portfolio. Reporting windows differ; exact capture dates and complete before-period baselines are not supplied. Rankings and AI answers vary by query, location, device, model and time. Screenshots record observed visibility and do not establish current placement or revenue impact.