Sunday, 30 November 2025

Imp Meta Ads QA

🔍 Diagnose the Reason for Low CTR

1️⃣ Check Creative Fatigue (the most common cause)

What to look for:

  • Frequency > 2.5–3
  • CTR dropping week-over-week
  • CPM rising
  • Relevance score / ad quality dropping

Why it happens:

Audiences have seen the ad too many times → scroll past → CTR sinks.

Fix:

  • Refresh creative: new images, new videos, new headlines
  • Test new formats: reels, carousel, student testimonial videos

2️⃣ Analyze Audience Relevance

Check:

  • Is the same audience being targeted for too long?
  • Has audience become too broad/narrow?
  • Lookalike quality degraded?
  • Are interest groups still relevant?

Fixes:

  • Refresh audiences every 30–45 days
  • Add new lookalikes:

  1. High-intent website visitors
  2. Brochure downloaders
  3. Completed application lookalike (best)

  • Expand age/location slightly
  • Remove saturated audiences

3️⃣ Check Ad Placement Issues

Sometimes CTR drops because:

  • Ads are running heavily on low-performing placements (Audience Network, In-stream video, Right column)

Diagnosis:

  • Check breakdowns → placement inside Ads Manager.

Fixes:

  • Turn off poor placements
  • Prioritize: Feeds, Reels, Stories

4️⃣ Evaluate the Hook + Message Relevance

Your message may no longer match student motivation.

Questions to ask:

  • Is the ad addressing what students care about?
  • Is the headline strong?
  • Is the creative talking about features instead of benefits?
  • Is the CTA too generic?

Fixes (Education example):

  • Highlight admissions open
  • Showcase placements
  • Show campus facilities
  • Use student faces
  • Add urgency: “Last few seats”, “Application closes soon”

5️⃣ Review Ad Quality Ranking

Three metrics:

  • Quality ranking
  • Engagement ranking
  • Conversion ranking

If these fall below average → Facebook reduces reach → CTR drops.

Fix:

  • Completely new creative + new angle
  • Better copywriting
  • Use video testimonials or campus reels (high engagement formats)

6️⃣ Check Competitor Activity / Seasonal Shifts

During admission seasons, competition rises → CPM goes up → CTR may drop.

Diagnosis:

  • Sudden spike in CPM
  • Same creative performing worse at peak season

Fixes:

  • Increase bids or budgets slightly
  • Improve creative competitiveness
  • Run more high-attention formats (video, reels)

7️⃣ Inspect Landing Page Preview Issues

For lead forms, check Instant Form Preview.

Potential problems:

  • Form not loading
  • Redirect warning
  • Slow load for website landing pages
  • Message mismatch between ad & form headline

Fixes:

  • Shorten form
  • Align headline with ad
  • Improve creative → form relevance

🔍 Fixing the CTR Drop (Action Plan)

✔ Step A: Rapid Creative Refresh
  • Create 3–4 new creatives:
  • 1 video (campus tour / student testimonial)
  • 1 static (USP highlights)
  • 1 carousel (programs offered)
  • 1 reel-style short video
✔ Step B: New Copy Variations

Test:
  • New hooks
  • Stronger CTA
  • Stronger program-specific messaging
Examples:
  • “DSU UG Admissions 2026 Now Open – Apply Today!”
  • “100% Placement Support | Top Ranked University in Bengaluru”

✔ Step C: Audience Refresh

Actions:
  • Duplicate ad set
  • Add fresh interest clusters
  • Add new lookalikes
  • Exclude old engaged users
✔ Step D: Fix Placement Efficiency

Turn off low-CTR placements:
  • Audience Network
  • Right column
  • In-stream
Focus on:
  • Facebook Feed
  • Instagram Feed
  • Stories
  • Reels
✔ Step E: Improve Ad Quality

Use:
  • Student testimonials
  • Campus visuals
  • Before-after type career messaging
  • Ranking/placements credibility signals
✔ Step F: Monitor 24–48 Hours After Fixes

Track:
  • CTR trend
  • CPM
  • CPC
  • Relevance scores
  • Lead quality
If CTR improves but leads stay low → fix the form or offer.
If CTR doesn’t improve → test new angles (academics, campus life, placements, rankings).

🔍 What’s your approach to A/B testing on Meta?

  • Test one variable at a time
  • Use separate ad sets for clean testing
  • Run for at least 7–10 days
  • Compare CTR, CPC, CPL, and lead quality
  • Consider cultural nuance for international audiences
  • Scale winning creative to new regions

🔍 If CTR drops suddenly, what do you do?

  • Check frequency (creative fatigue)
  • Refresh creatives
  • Check audience overlap
  • Remove low-performing placements
  • Improve copy hook
  • Review CPC and CPM (competition)

🔥 Walk me through your Meta Ads campaign structure.

1. Campaign Level – Strategy
  • Clearly defined objective (Leads, Sales, Traffic, Engagement).
  • A/B separated campaigns for Prospecting vs. Retargeting.
  • CBO for scale, ABO for testing.
2. Ad Set Level – Precision Targeting
  • Warm vs. cold audiences separated.
  • Different ad sets for:
  1. Lookalikes (1%, 2–5%)
  2. Interest clusters (3–4 tightly related interests)
  3. Broad (no interests — best for scale)
  • Placements → Advantage+ placements for efficiency.
3. Ad Level – Creative Variations
  • 3–4 creatives per ad set: 1 video, 1 static, 1 carousel, 1 UGC.
  • Creative tailored to funnel stage (TOFU → storytelling, BOFU → USP + CTA).
  • Regular refresh every 10–14 days depending on creative fatigue.

🔥 What is your process for diagnosing a drop in performance?

1. Funnel Breakdown
  • CPM ↑ → Audience or competition issue
  • CTR ↓ → Creative or messaging issue
  • CPC ↑ → Relevance or auction overlap
  • CVR ↓ → Landing page, offer, or lead form friction
  • CPL ↑ → Combination of the above
2. Compare Against Benchmarks

I check 7-day vs. 30-day trends to see if the issue is sudden or gradual.

3. Analyze Breakdown Reports
  • Age
  • Gender
  • Placement
  • Country
  • Device
4. Fix Based on Diagnosis
  • CTR low → Refresh creatives, new hooks, new formats
  • CPC high → Broaden audience, reduce overlap
  • CPM high → Test new interest clusters / switch to broad
  • CVR low → Improve landing page speed + clarity
  • Leads low → Remove unnecessary form fields

🔥 How do you approach scaling Meta Ads profitably?

1. Vertical Scaling (Same Campaign)
  • Increase budget by 20–30% every 48 hours to avoid resetting the learning phase.
  • Turn winning ad sets into CBO for more efficient delivery.
  • Duplicate winners into higher budgets if scaling aggressively.
2. Horizontal Scaling (Expand Reach)
  • Add new lookalike ranges (1%, 3%, 5%)
  • Add broad ad sets (No interest targeting)
  • Launch new creatives to reduce fatigue
  • Expand into new countries / languages
  • Add new placements
  • Use Advantage+ Audience for algorithm-driven reach
My rule:
“Never scale the budget without scaling creatives.”
This maintains efficiency while increasing volume.”

🔥 How do you test creatives in Meta Ads?

Phase 1: Hook Testing
  • Test 3–5 hooks on the same video/body copy
  • Choose the best based on 3-sec view %, CTR
Phase 2: Format Testing
  • Video vs. Static vs. Carousel
  • Test thumb-stoppers & first 3 seconds
Phase 3: Angle Testing

Examples:
  • Emotional angle
  • Pain-point angle
  • Product-benefit
  • Social proof
  • Urgency/scholarship angle (for education)
Phase 4: Iteration
  • Take winners → Refresh with new variations
  • Take losers → Study why — improve lines, visuals, CTAs

🔥 What metrics do you prioritize while optimizing?

Top of Funnel (Awareness/Prospecting)
  • CPM
  • CTR
  • Thumb-stop rate
  • Add-to-cart / View content
  • Frequency
  • Hook retention
Middle of Funnel
  • CPC
  • Landing page view rate
  • Time on site
  • Lead quality indicators
Bottom of Funnel
  • Conversion rate
  • Cost per lead / sale
  • ROAS
  • Attribution by 1-day click

🔥 What’s your strategy for retargeting on Meta Ads?

1. Warm Retargeting (7–14 days)
  • Website visitors
  • Video viewers (50%+)
  • Engaged users
  • Creative: Social proof + benefits + strong CTA
2. Hot Retargeting (1–3 days)
  • Added to cart
  • Initiated checkout
  • Opened lead form but didn’t submit
  • Creative: Testimonials, FAQs, objection handling
3. Super Hot (1 day)
  • Abandoned forms
  • Repeated checkout users

🔥 How do you improve lead quality?

  • Use higher-intent lead forms
  • Ask qualifying questions
  • Retarget video engagers instead of random cold traffic
  • Exclude junk audiences (freebie seekers)
  • Create ROI-focused lookalikes:
  1. Completed lead form
  2. High-quality leads
  3. Enrolled students OR high-value buyers

🔥 What is your approach to attribution in Meta Ads?

  • 7-day click for longer journeys
  • UTMs in GA4 for cross-platform comparison
  • Offline conversions / CRM match to verify lead-to-enrollment or sale
  • Break-even point vs. blended CAC

🔥 How do you reduce CPL or CPA?

Creative Level
  • New hooks, better thumb-stoppers
  • UGC ads + testimonial creatives
  • Shorter, sharper ad copy
Audience Level
  • Moving to broad targeting
  • Breaking large interest groups into tight clusters
  • Updating lookalike seeds
Technical Optimization
  • Improve landing page speed
  • Use conversion API
  • Remove 3–4 unnecessary form fields
  • Improve lead form flow
Retargeting Improvements
  • Shorter windows
  • Stronger BOFU messaging

🔥How do you identify and fix a drop in CTR?

  • Creative fatigue – check frequency and quality ranking.
  • Audience saturation – ensure the targeting isn't stale.
  • Placement performance – some placements may be dragging CTR down.
  • Relevance issues – messaging might no longer match audience intent.
  • Competitive pressure – CPM increases could indicate the season is crowded.
To fix it, I refresh creatives, update hooks, expand/redefine audiences, remove low-performing placements, and test new formats like reels, video testimonials, and campus tours.

🔥How do you measure lead quality?

I use a combination of:
  • Lead → Application conversion rate
  • Lead → Counseling attended rate
  • Program interest relevance
  • Region-wise conversion trends
  • CRM scoring (if available)
I also import offline conversions from the CRM into Google Ads to let the algorithm optimize for leads that actually convert—not just cheap ones.

Thursday, 27 November 2025

Regex for SEO

 Simple regex cheat sheet

Start inside Google Search Console:

👉 Go to Performance → Queries → Filter → Custom (Regex)

Now use these regex filters to uncover keywords that actually move the needle:

1. Short-Tail Queries (1–2 words)

^[^\s]+(\s[^\s]+)?$ 

2. Medium-tail keywords

^\S+(?:\s+\S+){2,3}$

3. Long-Tail Queries (5+ words)

^\S+(?:\s+\S+){4,}$

4. Question Keywords

^(what|why|how|where|when|who|can|is|are|do|does|should|which)\b

5. Blog-Style Keywords

^(how to|best|guide|tips|ideas|review|top|learn|examples|benefits)\

6. Buy-Intent / Commercial Queries

^(buy|purchase|price|cost|hire|near me|services?|company)\b