How a 150-Employee SaaS Company Watched Organic Sessions Fall in 2023
In January 2023 a mid-market SaaS firm with 150 employees and $18 million in ARR noticed an unsettling trend: impressions in Search Console were up 9% year over year, but organic sessions were down 28% and organic MQLs dropped 34% between Jan 2023 and Nov 2023. The company spent $72,000 monthly on content production and had 12 people touching SEO in marketing and product. On paper their visibility looked healthy. In practice the top-of-funnel was leaking.
This case study follows what happened between December 2023 and June 2024. It is written for marketing directors and SEO managers at companies of 50-500 employees who need to decide whether their current strategy is obsolete or simply misapplied. I include the audit, the 90-day tactical plan, specific metrics, and the 6-month measurable outcomes. Dates, numbers, and exact steps are included so you can map this to your own stack.
Why Clicks Dropped Despite Increased Visibility: The Intent-Quality Gap
By mid-December 2023 the team had identified three coexisting problems that explained the split between impressions and sessions:
- CTR collapse: Average CTR in Search Console fell from 3.4% in Jan 2023 to 1.8% in Nov 2023 for priority keywords. Intent drift: 41% of queries that once indicated purchase intent had shifted toward informational formats or were now dominated by “People Also Ask” and video results. Technical friction: Mobile Core Web Vitals were failing on 62% of revenue-driving pages; time to interactive averaged 7.2 seconds on those pages.
Those three forces combined explained why impressions rose - the pages still ranked - but clicks and conversions fell. The SERP had changed, and the site had not. Changes in Google’s mix of SERP features in Q3 and Q4 2023 (expanded PAA instances, more video carousels, and a higher share of ads for “commercial” intents) meant that the same title tags and long-form blog posts no longer drove clicks.
Rethinking the Playbook: From Volume Content to Intent-Targeted Pages
The team chose a pragmatic, data-first pivot rather than a wholesale content rebrand. The new strategy had three pillars:
- Intent remapping - audit every page against current SERP feature composition and buyer intent. Technical triage - fix Core Web Vitals, crawl efficiency, and server response problems on revenue pages first. CTR experiments - rewrite titles and descriptions, implement structured data, and build alternate SERP assets (FAQ blocks, how-to schema, review schema) to win visible real estate.
This was not an expensive or flashy approach. The team redistributed existing budget: $30,000 was reallocated from quantity content production to technical fixes and targeted copy rewrites. They also paused two product-level microsites producing thin, low-converting pages.
Executing the Recovery: A 90-Day, Week-by-Week Timeline
We used a 90-day implementation window divided into three 30-day sprints. Here are the core activities and milestones.
Days 1-30 - Diagnostics and Quick Wins
Full SERP mapping: For the top 250 keywords we exported impressions, clicks, CTR, position, and screenshot of the SERP on Dec 4, 2023. We logged which SERP features appeared and whether the page lost click share to video, PAA, or ads. Technical triage: Ran Lighthouse and PageSpeed scores by page. Prioritized the 120 pages that accounted for 72% of organic revenue. Reached a deployment plan to fix TTFB and Largest Contentful Paint (LCP). CTR hypothesis list: Identified 45 pages where title/meta changes should meaningfully improve CTR. We created A/B control titles for 30 of them.Days 31-60 - Implementation and Experiments
Core Web Vitals fixes: Implemented server-side caching, removed render-blocking scripts, lazy-loaded below-the-fold media. Average LCP on targeted pages fell from 3.9s to 1.9s. Content consolidation: Merged 18 thin blog posts into 6 comprehensive resources where cannibalization and keyword dilution were identified. Schema and copy A/B tests: Added FAQ schema to 22 pages and deployed title/meta variants to 30 pages using an internal A/B system. Tracked daily CTR and position changes.Days 61-90 - Scale and Harden
Internal linking restructure: Created a pillar-and-cluster model for 10 topic areas with explicit navigation paths. Internal links to revenue pages increased by an average of 64%. Paid-search alignment: Paused ads on 8 keywords where organic CTR rose above 4% after title changes, saving $18,000 in ad spend in that month. Monitoring and rollback: Kept experiments for 30 days to measure statistical significance. Rolled back changes that did not deliver a 20% uplifts in CTR or traffic within the timeframe.From 28% Loss to 42% Recovery: Measurable Results in Six Months
By June 30, 2024 the company reported the following changes compared to Nov 30, 2023 baseline:
Metric Nov 30, 2023 June 30, 2024 Change Organic sessions (priority pages) 47,200 67,100 +42% (19,900 sessions) Average CTR (priority keywords) 1.8% 3.4% +89% relative Organic MQLs/month 310 445 +43% Monthly organic revenue attributed $120,000 $185,000 +54% Pages failing Core Web Vitals (target list) 62% 14% -48 percentage pointsTwo additional outcomes mattered more than raw traffic numbers. First, the conversion rate on organic sessions for targeted pages rose from 0.66% to 0.81%, reflecting higher intent alignment. Second, the cost per MQL from paid channels dropped by 27% because the team shifted budget to keywords where organic CTR had improved.
3 Practical SEO Lessons That Silenced the Noise
Here are the three lessons the team learned and why they should matter to you.
1) Visibility is not the same as clickability
Impressions can increase while CTR falls. That happened here because SERP formats changed and the site’s titles, snippets, and schema did not. The fix is deliberate experimentation: measure intent shifts, then rewrite titles and schema with clear signals for purchase or action. A 20% CTR gain on a core page can be worth more than six new blog posts.
2) Technical debt kills momentum faster than content gaps
It is common to assume content alone drives recovery. In this case slow LCP and render-blocking scripts were literally preventing ranking improvements from converting into clicks. Prioritize fixes on the pages that drive revenue. The team stopped chasing sitewide vanity scores and focused on the 120 pages responsible for 72% Browse this site of conversions.
3) Tests beat opinions – but design tests wisely
Blindly changing titles or adding schema can introduce noise. The team set clear stop/go rules: only sustain changes that produced at least a 20% relative CTR uplift or meaningful engagement increases within 30 days. That removed bias and prevented perpetual A/B limbo.
How Your Team Can Apply This Playbook in 90 Days
The steps below are an actionable checklist you can run with a team of 2-6 people and a modest reallocation of budget. Use the thought experiments at the end to stress-test your assumptions.
Export priority keyword list: Identify the top 250 queries by revenue and impressions in the last 90 days. Capture the SERP: Take screenshots on both mobile and desktop for those 250 queries and classify the SERP features. Map intent: Label each query as purchase, research, or navigation. If >30% of purchase queries now show informational SERPs, flag for CTA and schema updates. Technical triage: Run CWV audits for the top 120 pages by traffic and revenue. Fix TTFB, LCP, and render-blocking resources on the top 30 first. CTR experiments: Build title/meta variants and deploy incrementally using an A/B approach. Track CTR daily and declare statistical significance at 30 days. Consolidate content: Merge thin, overlapping pages into comprehensive resources where cannibalization is present. Internal linking: Create clear pillar pages and increase internal links to revenue pages by 40-60% within one sprint. Measure and reallocate: If organic CTR improves, reduce paid spend on the same keywords and redeploy budget where organic cannot compete.Two thought experiments to test your strategy
These exercises help reveal unseen fragility in your SEO plan.
- Thought experiment A - The SERP swap: Imagine Google decides tomorrow to show video for 30% of your core keywords. Which of your pages become invisible? If you lose 30% of your organic clicks, where would you shift resources? This forces you to inventory content formats you control, like short explainer videos and text transcripts that can rank. Thought experiment B - The 40% CTR floor: Suppose CTR falls uniformly by 40% across all your top pages due to a new SERP feature. Do you have 3 title/meta experiments per page ready to deploy? If not, create them this week. The ability to iterate titles at scale is often the fastest lever.
Final Notes: When to Question Your Current SEO Strategy
If any of the following are true for your organization, treat this case as a red flag rather than a curiosity:
- Your impressions are up but sessions and conversions are down for more than two consecutive quarters. You spend more on content quantity than on technical or conversion work. Your team executes fewer than 12 title/meta or schema experiments per quarter across priority pages.
In this case study a mid-market company turned a 28% traffic decline into a 42% recovery on priority pages while improving revenue per session. The change did not require a bigger team or doubling the content budget. It required relearning intent, fixing core technical issues on the pages that mattered, and running disciplined CTR experiments. You can do the same in 90 days if you focus on where the clicks actually convert.