Strategic Marketing Recommendations

Vegamour ROAS & NCAC Optimization Plan

A data-driven analysis across Google Ads, Meta, Bing, Reddit, and Vibe TV with actionable recommendations to increase return on ad spend and reduce new customer acquisition cost.

$484,915
L30D Total Ad Spend
0.85x
Blended ROAS (L30D)
$54K+
Monthly Recoverable Waste
19
Campaigns Analyzed

What is in This Deck

  1. Executive Summary & Blended ROAS Snapshot
  2. Budget Waste Analysis: Where Money is Being Lost
  3. Google Ads Deep Dive: Campaign-by-Campaign ROAS
  4. Meta Ads Deep Dive: Purchase ROAS by Campaign
  5. Microsoft Advertising (Bing) Analysis
  6. Reddit Ads Audit & Recommendations
  7. Video & Connected TV (YouTube/Vibe TV) Analysis
  8. SEO & Organic Search Landscape
  9. NCAC Deep Dive: New Customer Campaigns Analysis
  10. Prioritized Recommendations (Ranked by Impact)
  11. 90-Day Execution Roadmap
Executive Summary
Analysis period: October 4 to November 2, 2026 (last 30 days). All numbers pulled directly from Google Ads API (conversions_value) and Meta Ads API (purchase action_values).

The Core Problem

Vegamour is spending $484,915 per month across all paid channels but generating only approximately $414,432 in attributed revenue (Google conversions_value $336,293 + Meta purchase value $78,139). The blended ROAS is approximately 0.85x, meaning the ad spend is not paying for itself. Two campaigns alone are responsible for $49,078 in near-zero-return spending.

  • Google Ads L30D: $309,660 spend, $336,293 conversions_value = 1.09x ROAS
  • Meta Ads L30D: $175,258 spend, $78,139 purchase value = 0.45x ROAS
  • Bing L90D: $13,618 spend, 306 conversions (no revenue data available)
  • Reddit L90D: $4,247 spend, 0 conversions (all campaigns now paused)
  • Over $54,000/month is being burned on campaigns with under 0.05x ROAS
Google Ads ROAS
1.09x
$336K rev / $309K spend
Meta Ads ROAS
0.45x
$78K rev / $175K spend
Google Purchases
4,640
Primary conversions L30D
Meta Purchases
836
Pixel purchases L30D

Note on Google Ads "conversions" vs "conversions_value": Windsor.ai reports ~19,838 "conversions" for Google Ads L30D. This number includes all conversion actions (add-to-carts, page views, micro-conversions). The Google Ads API reports 4,640 primary conversions with $336,293 in revenue using the conversions_value field. We use conversions_value for ROAS accuracy, as confirmed in our May 2026 methodology correction.

Budget Waste Analysis
These campaigns are actively burning budget with little to no return. Addressing these alone recovers $54K+ per month.
🚨
$54,077/mo
Total monthly spend on campaigns returning under 0.05x ROAS across Google and Meta
Google Video Views Campaign
0.01x ROAS
Spend
$46,167
Revenue
$622
Purchases
5

This CTV/YouTube campaign has spent $46,167 in 30 days and generated only 5 conversions worth $622. The CPA is $9,233 per purchase. Over 82% of spend goes to Connected TV placements where click-through is near zero (198 clicks total, 0.01% CTR).

Google Amazon Pilot | Demand Gen
0.03x ROAS
Spend
$2,910
Revenue
$91
Purchases
1

20,007 clicks at $0.15 CPC means this is generating very low-quality traffic. Only 1 purchase conversion. Over the 90-day window, this campaign spent $64,968 with only $519 revenue (0.008x ROAS). The click volume is high but conversion rate is 0.005%.

Meta Audience Testing
0.18x ROAS
Spend
$16,339
Revenue
$3,011
Purchases
33

$363 CPA with 0.18x ROAS. Over 90 days this campaign has spent $113,126 with $263.70 CPA (429 purchases). If audience testing is complete, the losing audiences should be cut and budget redirected to proven winners.

Meta Engagement & Boosted Posts
0.00x ROAS
Spend
$10,200
Revenue
$0
Purchases
0

Combined $2,392 Boosted Posts + $7,808 Sephora VIB Traffic campaign. The Sephora campaign is set to "Landing Page Views" optimization (not purchases), spending $7,808 with 25 attributed conversions but 0 purchases. Boosted Posts produced $2,392 in pure awareness spend with zero purchase conversions.

Google Ads: Campaign ROAS Breakdown
L30D data (Oct 4 to Nov 2). Revenue from conversions_value field (Google Ads API). All numbers pulled directly from the API.
Total Spend
$309,660
Total Revenue
$336,293
Blended ROAS
1.09x
Total Clicks
191,957
CampaignTypeSpendRevenueROASConversionsCPA
Branded Search USASearch$56,404$196,8923.49x1,995$28.28
Scalp Duo | PMax | New ProductPMax$17,737$41,6882.35x494$35.91
Male | Hair Serum | PMaxPMax$5,487$12,4032.26x108$50.81
Shopping USAShopping$37,729$72,8301.93x801$47.10
GRO Ageless | PMaxPMax$4,186$8,0811.93x85$49.25
PMax | Style WandPMax$509$8211.61x10$50.93
Pmax - Shampoo Kits - USAPMax$11,702$17,1601.47x201$58.22
PMax | Lash SerumPMax$300$4131.38x5$60.00
Subscription | PMaxPMax$811$9351.15x17$47.71
Hydr8 Oil | PMaxPMax$145$1220.85x2$72.50
PMax | Hair SerumsPMax$2,033$1,4740.73x19$107.00
Hair Quiz | PMax | NCACPMax$22,350$15,1100.68x209$106.94
Shopping USA | NCACShopping$31,197$20,2810.65x261$119.53
Pmax - Shampoo | NCACPMax$6,693$3,3340.50x37$180.89
PMax | Hair Serums | NCACPMax$5,687$2,2090.39x27$210.63
Demand GenerationDemand Gen$50,501$19,1680.38x248$203.63
Non-Brand Search USASearch$7,112$2,4280.34x26$273.54
Amazon Pilot | Demand GenDemand Gen$2,910$910.03x1$2,910
Video views - 2026-09-04Video/CTV$46,167$6220.01x5$9,233
TOTAL$309,660$336,2931.09x4,551$68.04

ROAS by Campaign (Visual)

Branded Search
3.49x
Scalp Duo PMax
2.35x
Male Hair Serum PMax
2.26x
Shopping USA
1.93x
GRO Ageless PMax
1.93x
Shampoo Kits PMax
1.47x
Demand Generation
0.38x
Non-Brand Search
0.34x
Amazon Pilot
0.03x
Video Views/CTV
0.01x

Key Insight: Only 5 campaigns out of 19 are generating above 1.5x ROAS. The top 5 campaigns account for $331,893 in revenue on $121,543 spend (2.73x ROAS). The bottom 5 campaigns account for only $25,853 in revenue on $112,469 spend (0.23x ROAS). Reallocating budget from bottom performers to top performers could dramatically improve blended ROAS.

Meta Ads: Purchase ROAS by Campaign
L30D purchase data from Meta Ads API (action_values for purchase action type). Only pixel-tracked purchases counted.
Total Spend
$175,258
Purchase Revenue
$78,139
Purchase ROAS
0.45x
Total Purchases
836
CampaignSpendPurchasesRevenueROASCPA
Retention | DPA$18,669256$23,8761.28x$72.93
ASC+ | Serum$27,199112$10,9550.40x$242.85
ASC+ | Whitelisting$30,353154$14,1740.47x$197.10
Creative Testing$19,27476$7,5820.39x$253.61
ASC+ | Top Performers$5,89328$2,2940.39x$210.46
Supplements + Gummies$9,52935$3,4740.36x$272.26
Shampoo + Conditioner & Scalp$11,93150$3,7590.32x$238.62
Old Relaunch Test$5,51619$1,6710.30x$290.32
Bundles + Multi SKUs$20,33673$5,8320.29x$278.58
Audience Testing$16,33933$3,0110.18x$495.12
Sephora VIB Traffic$7,8080$00.00xN/A
Engagement/Boosted$2,3920$00.00xN/A
TOTAL$175,258836$78,1390.45x$209.64

Critical Finding: Only 1 out of 12 Meta campaigns is above 1.0x ROAS (Retention DPA at 1.28x). The DPA/retargeting campaign is the only profitable Meta campaign. All prospecting and ASC+ campaigns are running at a loss. Meta is consuming 36% of total ad budget but returning only 19% of total revenue. The funnel economics suggest either the creative is fatigued, the audiences are saturated, or the attribution window is too narrow to capture Meta's true lift.

Microsoft Advertising (Bing)
90-day data (Aug 5 to Nov 2). Revenue data not available through Windsor.ai for Bing; analysis based on conversion counts and CPAs.
Total Spend (90D)
$13,618
Total Conversions
306
Avg CPA
$44.50
CTR
0.94%
CampaignSpendClicksConvCPACTR
Shopping || All Products$23412410$23.420.35%
Shopping | Shampoo & Conditioners$1,3001,30840$32.490.42%
Search | 04-28-2026$42612612$35.473.47%
US_Full_C_Combo_PMAX-BR-Products$8,6762,223221$39.262.62%
Branded Search USA$53611113$41.254.06%
Search | Hair Growth Solutions$1,4454257$206.431.66%
PMax | Lash & Brow$1,0012163$333.641.08%

Bing Recommendations: The Shopping campaigns and PMax-BR-Products are performing well with CPAs under $40. However, "Hair Growth Solutions" Search ($206 CPA) and "Lash & Brow" PMax ($334 CPA) are significantly underperforming. These two campaigns should either be restructured with tighter targeting and stronger negative keywords, or paused to redirect budget to the Shopping campaigns that are converting efficiently.

Reddit Ads Audit
All Reddit campaigns are currently PAUSED. Total historical spend: $4,247 with 0 attributed conversions.
Total Spent
$4,247
Conversions
0
Status
ALL PAUSED
CampaignObjectiveStatusClicksImpressions
GRO Shampoo & Conditioner & SerumClicksPaused--
GRO+ SupplementsClicksPaused--
GRO Lash SerumClicksPaused--
GRO Hair SerumConversionsPaused--
GRO+ Advanced Hair SerumConversionsPaused--

Reddit Assessment: The Reddit experiment produced zero conversions on $4,247 in spend. The initial campaigns used "Clicks" objective instead of "Conversions," which meant Reddit was optimizing for low-cost clicks rather than purchasers. The later campaigns switched to "Conversions" but were paused before gathering enough data. Reddit's r/HaircareScience, r/FemaleHairLoss, and r/tressless communities have significant engagement around hair growth products and represent untapped potential. Recommendation: If restarting Reddit, test with a single conversion-optimized campaign targeting hair-loss subreddits with authentic, non-salesy creative and a clear promotion offer. Budget: $20/day minimum for 30 days to gather signal.

Video & Connected TV Analysis
Google Ads Video campaign + CTV placements. Vibe TV data not available through current API integrations.
Video Campaign Spend (L30D)
$46,167
Video ROAS
0.01x
Impressions
3.59M

Device Breakdown: Video Views Campaign

DeviceSpendRevenueROASConversions
Connected TV$38,150$710.002x1
Mobile$5,754$5520.10x4
Desktop$1,561$00.00x0
Tablet$702$00.00x0

CTV/Video Verdict: The Video Views campaign is the single biggest budget drain in the entire account. $38,150 of the $46,167 goes to Connected TV with only 1 conversion ($71 revenue). This campaign is spending $1,538 per day with virtually no direct-response return. At $46K/month, this represents 9.5% of total ad budget with 0.01x ROAS. Unless there is a proven brand-lift or halo-effect study justifying this spend, it should be paused immediately and the budget redistributed to high-ROAS campaigns.

Vibe TV / ChatGPT / Emerging Channels

Vibe TV and ChatGPT Ads data are not currently flowing through our API integrations. If Vegamour is running Vibe TV campaigns, we need access to the Vibe TV dashboard or API credentials to pull performance data. For ChatGPT/OpenAI ad placements (if applicable), these are still in early beta with limited reporting APIs. Recommendation: Request Vibe TV login credentials and ChatGPT Ads reporting access so we can include these in the next analysis cycle.

SEO & Organic Search Landscape
SEMrush data for vegamour.com. Understanding organic strengths helps identify where paid spend can be reduced or reallocated.

Top Organic Keywords (by Traffic Share)

KeywordPositionVolumeCPCTraffic %
vegamour118,100$11.231.65%
vegamour gro hair serum18,100$3.962.33%
derma roller for hair growth16,600$1.061.90%
vegamour gro revitalizing shampoo25,400$2.381.23%
onion juice for hair growth13,600$0.561.03%
vegamour shampoo12,400$5.801.11%
vegamour hair serum11,900$5.080.87%

SEO Opportunity: Vegamour ranks #1 for most branded terms and several high-value non-branded terms ("derma roller for hair growth" at 6,600 monthly volume). The strong organic presence for branded terms means the $56,404 Branded Search spend on Google could partially be cannibalizing organic clicks. A brand bid reduction test (lowering branded bids by 20-30% for 2 weeks) could determine how much organic picks up the slack and reduce branded CPA. Additionally, non-branded SEO content targeting "hair growth serum," "best shampoo for hair loss," and "hair supplements for women" could reduce reliance on paid non-brand search.

New Customer Acquisition Cost Analysis
Isolating NCAC-specific campaigns across Google and Meta to understand the true cost of acquiring new customers vs. retargeting existing ones.

Google Ads: NCAC Campaigns (L30D)

CampaignSpendRevenueROASCPA
Shopping USA | NCAC$31,197$20,2810.65x$119.53
Hair Quiz | PMax | NCAC$22,350$15,1100.68x$106.94
Pmax - Shampoo Conditioner | NCAC$6,693$3,3340.50x$180.89
PMax | Hair Serums | NCAC$5,687$2,2090.39x$210.63
Google NCAC Total$65,927$40,9340.62x$123.58

Meta Ads: Prospecting Campaigns (L30D)

CampaignSpendPurchasesRevenueROASCPA
Creative Testing (ABO)$19,27476$7,5820.39x$253.61
Audience Testing (ABO)$16,33933$3,0110.18x$495.12
All ASC+ Prospecting$100,429386$38,5080.38x$260.18
Meta Prospecting Total$136,042495$49,1010.36x$274.83

NCAC Summary

Combined new customer acquisition spend across Google and Meta: $201,969/month generating approximately $90,035 in revenue = 0.45x blended NCAC ROAS.

  • Google NCAC campaigns: $65,927 spend, 0.62x ROAS, ~$124 CPA
  • Meta prospecting campaigns: $136,042 spend, 0.36x ROAS, ~$275 CPA
  • Meta prospecting is 2.2x more expensive per new customer than Google NCAC
  • The NCAC campaigns need either dramatic creative/targeting improvements or budget reallocation to more efficient channels
  • Consider: is the lifetime value of a Vegamour subscriber high enough to justify $275 acquisition cost? If LTV exceeds ~$800-$1000, Meta prospecting could be acceptable long-term
Prioritized Recommendations
Ranked by estimated monthly impact on ROAS and NCAC. Each recommendation includes specific actions, expected savings, and implementation notes.
01
Critical Priority

Pause Video Views / CTV Campaign Immediately

The "Video views - 2026-09-04" campaign is spending $46,167/month with only $622 in revenue (0.01x ROAS). Connected TV absorbs 83% of this spend with 1 conversion. This is the single largest waste in the account. Pausing this campaign and reallocating even half of the budget to Branded Search, Shopping USA, or Scalp Duo PMax would dramatically improve blended ROAS.

Monthly Savings
$46,167
ROAS Impact
+0.10x blended
Risk Level
Low
Implementation
Immediate
02
Critical Priority

Pause Amazon Pilot | Demand Gen Campaign

$2,910/month (L30D) with $91 revenue. Over 90 days, this campaign burned $64,968 with only $519 revenue (0.008x ROAS). Despite high click volume (20,007 L30D, 407,531 L90D), the conversion rate is 0.005%. The traffic quality is extremely low. The Amazon redirect model is not working for direct conversion attribution.

Monthly Savings
$2,910
90D Wasted
$64,968
Risk Level
None
Implementation
Immediate
03
Critical Priority

Restructure Meta Ads: Consolidate to 4-5 Core Campaigns

Meta currently runs 13 campaigns, creating audience fragmentation, internal auction competition, and making optimization nearly impossible. Consolidate to: (1) Retention DPA (keep, 1.28x ROAS), (2) Prospecting ASC+ (merge all ASC+ campaigns into 1, let Meta's algorithm find the best audience), (3) Creative Testing ABO (1 campaign, controlled testing), (4) Seasonal/Promotional (when needed). Pause: Audience Testing, Old Relaunch Test, Sephora VIB Traffic, Engagement/Boosted Posts.

Campaigns to Pause
4-5
Est. Monthly Savings
$26,000+
Risk Level
Medium
Implementation
1-2 Weeks
04
High Priority

Scale Top 5 Google Ads Campaigns by 25-40%

The top 5 campaigns (Branded Search, Scalp Duo PMax, Male Hair Serum PMax, Shopping USA, GRO Ageless PMax) collectively generate 2.73x ROAS. These are proven winners with room to scale. Increase budgets by 25% initially, then another 15% after 2 weeks if performance holds. Use the savings from pausing Video Views and Amazon Pilot to fund this increase without increasing total spend.

Budget Shift
$30K-$40K/mo
Expected ROAS
2.0x-2.5x
Risk Level
Medium
Implementation
Gradual (2-4 wks)
05
High Priority

Reduce Demand Gen Campaign Budget by 50%

The Demand Generation campaign spends $50,501/month with 0.38x ROAS ($19,168 revenue). While it drives 92,735 clicks, the conversion quality is low. Reduce budget from ~$1,700/day to ~$850/day. Test different audience signals, creative formats, and landing pages over 30 days. If ROAS does not improve above 1.0x, pause entirely.

Monthly Savings
~$25,000
Current ROAS
0.38x
Target ROAS
1.0x+
Implementation
This Week
06
High Priority

Branded Search Bid Efficiency Test

Branded Search generates $196,892 revenue on $56,404 spend (3.49x ROAS). However, organic rankings for "vegamour," "vegamour gro hair serum," and "vegamour shampoo" are all Position #1. A portion of these paid clicks would have been captured organically for free. Run a 2-week branded bid reduction test: lower branded CPCs by 25% and monitor organic click pickup. If organic captures 50%+ of the lost paid clicks, this could save $10-15K/month with minimal revenue impact.

Potential Savings
$10K-$15K/mo
Risk Level
Medium
Test Duration
2 Weeks
Monitoring
Daily
07
High Priority

Restructure Google NCAC Campaigns with Tighter Targeting

The 4 NCAC campaigns spend $65,927/month with 0.62x ROAS. While these target new customers (higher CPA expected), the current efficiency is unsustainable. Recommendations: (a) Tighten audience signals on PMax NCAC campaigns to exclude returning visitors, (b) Add more negative keywords to Shopping NCAC to block low-intent queries, (c) Test "new customer only" bidding strategies, (d) Consider reducing NCAC PMax budgets by 20% and increasing the non-NCAC PMax budgets that show 1.5x+ ROAS. The goal is to find the equilibrium between new customer volume and acceptable CPA.

Current NCAC ROAS
0.62x
Target NCAC ROAS
1.0x+
Budget at Risk
$65,927/mo
Implementation
2-3 Weeks
08
Medium Priority

Meta Creative Refresh: All Prospecting Campaigns Below 0.5x ROAS

Most Meta prospecting campaigns show 0.3-0.4x ROAS, suggesting creative fatigue and/or audience saturation. Action items: (a) Audit all active ad creatives for frequency fatigue (any creative shown 3+ times to the same user), (b) Develop 10-15 new creative angles focusing on UGC, before/after testimonials, dermatologist endorsements, and subscription value proposition, (c) Test video-first creatives (Reels-optimized), (d) Implement a creative testing framework with clear kill criteria (any creative below 0.5x ROAS after $500 spend gets paused).

Affected Spend
$136K/mo
Current ROAS
0.36x
Target ROAS
0.8x+
Timeline
2-4 Weeks
09
Medium Priority

Bing: Pause Underperforming Campaigns, Scale Shopping

Bing is relatively small ($13.6K over 90 days) but the Shopping campaigns perform well ($23-$39 CPA). Pause "Hair Growth Solutions" ($206 CPA) and "Lash & Brow PMax" ($334 CPA). Redirect their budget to the Shopping campaigns and Branded Search. Also expand Shopping to include full product catalog if not already present.

Campaigns to Pause
2
Monthly Savings
~$800
Risk Level
Low
10
Medium Priority

Non-Brand Search Optimization

Non-Brand Search spends $7,112/month with 0.34x ROAS ($2,428 revenue, 26 conversions). The CTR is strong at 4.49% but the conversion rate is low. Actions: (a) Audit search terms report for wasted spend on irrelevant queries, (b) Add negative keywords aggressively, (c) Focus ad groups on highest-converting product categories only, (d) Test more specific landing pages matched to ad group intent (hair serum page for serum queries, shampoo page for shampoo queries). If ROAS does not improve above 0.8x after optimization, reduce budget by 50%.

Current ROAS
0.34x
Target ROAS
0.8x+
Monthly Spend
$7,112
11
Growth Opportunity

Subscription PMax Scaling Opportunity

The Subscription PMax campaign shows 1.15x ROAS on only $811/month spend. Over 90 days, it generated $31,452 spend with $57,296 revenue (1.82x ROAS) and 3,001 conversions. This is a proven campaign with strong unit economics. Scaling budget from ~$27/day to $100-200/day could significantly increase subscription acquisition. Each subscriber has compounding LTV, making this the highest-leverage campaign for long-term revenue growth.

Current Budget
~$27/day
Recommended
$100-$200/day
90D ROAS
1.82x
LTV Multiplier
High
12
Growth Opportunity

Reddit Ads Relaunch (Conversion-Optimized)

Reddit's hair care communities (r/HaircareScience, r/FemaleHairLoss, r/tressless) are highly engaged with hair growth product discussions. The previous Reddit test failed because initial campaigns used "Clicks" objective. Relaunch with: (a) Conversion-optimized campaign, (b) Target hair loss and hair care subreddits specifically, (c) Use authentic, Reddit-native creative (user testimonial format, not polished brand ads), (d) $20/day budget for 30-day test minimum. Reddit CPMs are significantly lower than Meta ($9.53 vs $19.00), presenting a cost-efficient prospecting channel.

Test Budget
$600/mo
CPM Advantage
50% lower vs Meta
Risk Level
Low
90-Day Execution Roadmap
Phased implementation plan to systematically improve ROAS and reduce NCAC without disrupting revenue generation.
Week 1-2: Emergency Cuts

Stop the Bleeding

  • ✔ Pause Video Views / CTV campaign
  • ✔ Pause Amazon Pilot Demand Gen
  • ✔ Pause Meta Boosted Posts
  • ✔ Pause Meta Sephora VIB Traffic
  • ✔ Pause Bing Hair Growth Solutions
  • ✔ Pause Bing Lash & Brow PMax
  • ✔ Cut Demand Gen budget 50%
  • ✔ Start Branded Search bid reduction test
Est. Monthly Savings: $80K+
Week 3-4: Restructure

Optimize & Rebuild

  • ✔ Consolidate Meta to 4 core campaigns
  • ✔ Scale top 5 Google campaigns +25%
  • ✔ Launch new Meta creative angles (10-15)
  • ✔ Tighten NCAC campaign targeting
  • ✔ Non-Brand Search keyword cleanup
  • ✔ Scale Subscription PMax to $100/day
  • ✔ Scale Bing Shopping campaigns
  • ✔ Evaluate Branded Search test results
Target: 1.5x+ Blended ROAS
Week 5-12: Scale

Growth Phase

  • ✔ Scale winners another 15-20%
  • ✔ Relaunch Reddit (conversion-optimized)
  • ✔ Request Vibe TV data access
  • ✔ Launch SEO content targeting NB terms
  • ✔ Evaluate ChatGPT Ads opportunity
  • ✔ Monthly ROAS target: 2.0x+
  • ✔ Monthly NCAC target: under $150
  • ✔ Build LTV model for subscription ROI
Target: 2.0x+ ROAS, <$150 NCAC

Projected Outcomes (If All Recommendations Implemented)

  • Immediate (Week 1-2): ~$80K/month in wasted spend eliminated. Blended ROAS jumps from 0.85x to approximately 1.3-1.5x without losing material revenue.
  • Short-term (Week 3-4): Meta consolidation and Google scaling push blended ROAS toward 1.5-1.8x range. NCAC improves from $275 to ~$200 on Meta through creative refresh.
  • Medium-term (Month 2-3): Stabilized blended ROAS at 2.0x+ target. NCAC under $150 across all platforms. Subscription PMax contributing meaningful recurring revenue volume.
  • Key Risk: Pausing Video/CTV may reduce brand awareness metrics. Monitor branded search volume and organic traffic as leading indicators of any brand-lift decline.
  • Data Gap: Vibe TV and ChatGPT Ads data need to be integrated into future analyses. Request API access or dashboard credentials.