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Case study / SEO

Case Study: $3.5k BOFU SEO that grew leads as CTR fell

See how a US oil and gas SaaS used technical cleanup, BOFU-first pages, smart internal links, and CRO to restore 2+ qualified leads per month on $3.5k-mo, despite a CTR drop from AI Overview.

Qualified leads/mo2+Qualified lead volume restored under AI Overview pressure.
Qualified leads/mo2+

Qualified lead volume restored under AI Overview pressure.

01

Problem

AI Overview pressure reduced CTR while the site still needed qualified lead volume.

AI Overview pressure reduced CTR while the site still needed qualified lead volume.
02

Action

Used technical cleanup, BOFU pages, internal links, and CRO.

Used technical cleanup, BOFU pages, internal links, and CRO.
03

Result

The account restored 2+ qualified leads per month.

The account restored 2+ qualified leads per month.

See how a US oil and gas SaaS used technical cleanup, BOFU-first pages, smart internal links, and CRO to restore 2+ qualified leads per month on $3.5k-mo, despite a CTR drop from AI Overview.

Problem

AI Overview pressure reduced CTR while the site still needed qualified lead volume.

Action

Used technical cleanup, BOFU pages, internal links, and CRO.

Result

The account restored 2+ qualified leads per month.

The result belongs to a decision loop, not an isolated tactic.

This seo case is presented through the same five stages: diagnose the constraint, validate the evidence, decide the move, execute it, and prove the change.

  1. 01

    Diagnose

    Name the commercial constraint.

    Input: Website, account, tracking, feed, margins, demand, or buyer prompts.
  2. 02

    Validate

    Check the data, economics, demand, and implementation limits.

    Output: Trusted baseline, attribution, margins, lead quality, stock, and access limits.
  3. 03

    Decide

    Choose one move and state the trade-offs.

    Output: One priority, target metric, assumptions, exclusions, and decision date.
  4. 04

    Execute

    Ship the smallest coherent change.

    Output: Owner, sequence, dependencies, approvals, and validation method.
  5. 05

    Prove

    Read the result against the agreed commercial metric.

    Output: Metric movement, confidence, exclusions, unintended effects, and next decision.

Use the result to choose what happens next.

Verified worked example

What the loop looked like in one constrained SEO program.

  1. What the dashboard appeared to showA new store had 336 organic sessions and a low-authority starting point.
  2. What the diagnosis foundTight budget, development delays, and low authority constrained the sequence.
  3. What decision was madePrioritize five SEO moves around the clearest technical, content, and link constraints.
  4. What was implementedSequenced technical fixes, content, and links around the available implementation capacity.
  5. What changedOrganic sessions reached 1,262, a 276% lift, and Domain Trust moved from 12 to 25.
Read the verified case