What Is Hiring OS GPT and Why Are SEO Agencies Using It?
If you’re an agency owner or SEO team lead, this is the kind of insight that sharpens your edge.
RooLabs shows what happens when SEO stops relying on gut feel and starts running like a testing lab, where every idea is validated, every tactic is measured, and every win is scalable.
In this breakdown, you’ll learn how structured experimentation improves:
RooLabs replaces SEO guesswork with structured experimentation.
Scroll depth is one of the most powerful user-behavior metrics to analyse.
Impact vs effort helps prioritise tests that matter.
Validation is strict — wins are challenged before being scaled.
Client risk appetite shapes which tests run first.
User behavior and UX signals are becoming core to modern SEO.
Multimodal search (video, images, structured content) is reshaping SEO tactics.
The strongest SEO strategies now combine content, UX, and testing.
Most SEOs talk about testing.
Very few actually test.
And almost none have a dedicated SEO testing department running experiments, validating ideas, tearing apart results, and using user-behavior data as a core ranking signal.
That’s exactly why RooLabs, the testing division inside Rickety Roo, has become one of the most interesting SEO teams to watch in 2025.
In a recent SEO Leadership session, we sat down with Celeste González, Director of RooLabs, to unpack how she built the department, the frameworks her team uses, the metrics SEOs consistently overlook, and what future-proof SEO looks like in a multimodal, AI-driven landscape.
If you’re an SEO strategist, agency owner, or someone tired of intuition-led SEO, this breakdown will change how you think about experimentation.
Before Celeste joined Rickety Roo, “RooLabs” was just a concept. Founder Blake Denman always envisioned a testing division, but timing wasn’t right.
Celeste heard the idea in a team meeting and immediately volunteered to lead it.
RooLabs didn’t become a department overnight. Early on, Celeste was still juggling account management, client calls, strategy, and her first experimental tests. The biggest hurdle was buy-in, getting clients to trust a process that didn’t yet exist.
As tests succeeded and reporting matured, RooLabs gained momentum. Today, Celeste:
collaborates across SEO, content, dev, and social
jumps into client meetings to pitch testing
maintains an evolving idea bank
runs validation frameworks
trains the wider team on successful experiments
It’s become a strategic engine inside the agency.
If there’s one thing Celeste wants SEOs to pay attention to, it’s this:
“Scroll depth is probably the biggest thing I look at.”
User-behavior data sits at the heart of RooLabs experimentation. Tools like Microsoft Clarity, Hotjar, and Crazy Egg reveal what keyword tools can’t:
how far users scroll
where they stop paying attention
which sections are ignored
how mobile vs desktop users behave
whether CTAs even get seen
The findings are often shocking:
Many users never make it past the fold.
Core content is frequently buried too low.
High-ranking pages get terrible engagement.
Mobile visitors behave entirely differently.
As Celeste explains:
“You can write a great piece of content, but if people aren’t scrolling, it’s not useful.”This is where testing becomes powerful. Adjusting layout, visuals, CTAs, or embedding video often moves engagement more than another 300 words of copy ever will.
With endless testing possibilities, prioritisation is everything.
RooLabs uses a simple but effective model:
Every idea is evaluated based on:
Effort — dev time, design work, content rewrites
Impact — potential for ranking or conversion movement
Client risk profile — bold, moderate, or cautious
For risk-averse clients, RooLabs starts small.
For long-term clients with trust built? Bigger, higher-impact tests get the green light.
This prevents chaos and ensures experiments match client reality.
“I send the report to my team and say, tear it apart.”
Before scaling an experiment across multiple accounts, Celeste evaluates:
all external factors
seasonality and algorithm shifts
site changes
content updates
UX differences
potential tracking anomalies
Only tests that survive internal scrutiny get replicated.
This creates a higher standard for what “works” — and eliminates guesswork.
Testing isn’t useful unless it spreads. RooLabs ensures institutional knowledge through:
weekly account manager syncs
Slack updates documenting new findings
monthly idea-bank reviews
cross-department collaboration
on-call support when account managers pitch tests
This keeps the entire agency aligned and consistent.
1. When standard SEO is already “done”
Mature sites need innovation, not more keyword research.2. When clients want revenue, not rankings
User behavior connects SEO to conversions more directly than traditional metrics.3. When agencies hit plateaus
Testing uncovers new strategy layers, even on sites with years of SEO behind them.4. When differentiation matters
Agencies that test consistently outperform those that guess.If a test doesn’t show results, they don’t scrap it immediately.
Instead, they:
diagnose potential blockers
review with internal experts
modify the test
run a variation
Tests rarely fail, they just need refinement.
Celeste’s forward-looking insights are clear:
Multimodal Search
SEO is no longer text-first. Google and AI surfaces blend:
images
videos
structured data
social content
Embedded Media
YouTube and TikTok video testing is becoming a critical layer.
User Behavior as a Core Signal
Not officially confirmed, but in practice?
User engagement heavily correlates with SEO uplift.
Full-Funnel SEO
SEOs must work with social, content, design, and dev teams.
Testing is no longer an isolated discipline.
This conversation with Celeste González shows a clear shift:
The agencies that win in 2025-2026 will not be the ones producing more content.
They’ll be the ones producing more insights.
Testing.
Learning.
Iterating.
Validating.
RooLabs is proof that SEO’s next chapter belongs to practitioners who treat SEO like a science, not a checklist.
RooLabs is Rickety Roo’s dedicated SEO testing division led by Celeste González. It focuses on experimentation, user-behavior insights, and validating SEO tactics before they are scaled across clients.
Their experiments include:
content layout changes
CTA and design placement
user-behavior-driven optimisations
embedded video tests (YouTube vs TikTok)
UX adjustments
scroll-depth and heatmap-based tweaks
conversion-focused changes for local and e-commerce sites
Follow RooLabs’ framework:
Start with one dedicated person
Create an idea bank
Prioritise through impact vs effort
Validate results internally
Scale only what works
Document learnings and train the team
RooLabs is Rickety Roo’s dedicated SEO testing division led by Celeste González. It focuses on experimentation, user-behavior insights, and validating SEO tactics before they are scaled across clients.
Scroll depth reveals how much of a page users actually consume. A page can rank well but fail to drive conversions if users never reach key content or CTAs. RooLabs uses scroll depth to guide layout, content, and UX tests. RooLabs evaluates multiple signals, not just rankings. They look at user behavior, scroll depth, conversions, click-throughs, and engagement differences between mobile and desktop. The team then pressure-tests results internally before calling it a win. It depends on traffic and volatility, but RooLabs’ approach is:Their experiments include:
content layout changes
CTA and design placement
user-behavior-driven optimisations
embedded video tests (YouTube vs TikTok)
UX adjustments
scroll-depth and heatmap-based tweaks
conversion-focused changes for local and e-commerce sites
Follow RooLabs’ framework:
Start with one dedicated person
Create an idea bank
Prioritise through impact vs effort
Validate results internally
Scale only what works
Document learnings and train the team