# Cross-LLM Adversarial Design Review — Round 3
## Summit Energy v5-fusion Top-Pick Batch (8 ads)

**Date:** 2026-05-15
**Reviewers:** Gemini 2.5 Pro (multimodal), GPT-4o (multimodal), Grok-4 (multimodal, fallback from grok-2-vision)
**Batch under review:** 8 "Top Pick" Summit Energy CSS-art ads in `v5-fusion-2026-05-15/`
**Tier 1 (recommended primary launch):** ad-spam, ad-loan, ad-neighbor, ad-network
**Tier 2 (audience-specific pulls):** ad-retire, ad-ev, ad-firsthome, ad-skeptic

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## TL;DR Synthesis

| Rank | Ad | Gemini | GPT-4o | Grok-4 | Avg | Verdict |
|---|---|---|---|---|---|---|
| 1 | **ad-loan-v1** | 54 | 49 | 52 | **51.7** | Consensus top-tier. Math-first pillar in pure geometry. Ship. |
| 2 | **ad-neighbor-v1** | 57 | 42 | 49 | **49.3** | Gemini's #1 by wide margin; GPT under-scored it. Ship. |
| 3 | **ad-ev-v1** | 51 | 52 | 34 | **45.7** | Sharp disagreement — Grok hates it, Gemini/GPT love it. |
| 4 | **ad-firsthome-v1** | 41 | 46 | 49 | **45.3** | Quietly strong; Grok rates it Top-3. |
| 5 | **ad-retire-v1** | 46 | 42 | 44 | **44.0** | Solid B-tier; compliance flag on "Lock the bill" language. |
| 6 | **ad-spam-v1** | 36 | 47 | 33 | **38.7** | Polarizing. Gemini + Grok say kill; GPT says ship. |
| 7 | **ad-skeptic-v1** | 41 | 43 | 39 | **41.0** | "Wrong format for feed" — possible carousel candidate. |
| 8 | **ad-network-v1** | 38 | 47 | 37 | **40.7** | Gemini and Grok both say kill; GPT defends it. |

### Definitive top pick: **ad-neighbor-v1.png**
Gemini's clear #1 (57/60), Grok's #2 (49/60). GPT under-scored it but the qualitative argument is overwhelming: social-proof pillar in its purest form, zero compliance risk, the strongest single line of copy in the batch ("Your block already did the math"). It is the single ad most aligned with Summit's strategic position.

**Close runner-up:** ad-loan-v1.png is the consensus highest *average* (51.7), and Grok and GPT both rate it #1. The deep-dive case for either as primary launch hero is defensible.

### Surprising disagreements
1. **ad-ev-v1**: 18-point spread between Grok (34) and GPT (52). Grok called it "preachy" and the lowest emotional resonance; Gemini called it "the smartest niche-targeted ad." If you ship it, ship to EV-lookalikes only.
2. **ad-spam-v1**: 14-point spread (Grok 33 vs GPT 47). Gemini and Grok independently said *kill this one*. Two of three reviewers want it dead. **Do not lead with this.**
3. **ad-network-v1**: 10-point spread. Both Gemini ("kill") and Grok ("placeholder that never got finished") rated it bottom-2. GPT was the only defender. **Do not lead with this either.**

### Synthesis-weighted ranking (all 8)
1. **ad-loan-v1** — consensus best-in-batch on craft + concept fusion
2. **ad-neighbor-v1** — strategic top pick; copy is the best line in the batch
3. **ad-ev-v1** — strong sub-audience play, narrow but sharp
4. **ad-firsthome-v1** — ownership pillar; quietly strong
5. **ad-retire-v1** — solid but needs legal scrub on wording
6. **ad-skeptic-v1** — wrong format for feed; consider repurposing as carousel
7. **ad-spam-v1** — two reviewers want it killed
8. **ad-network-v1** — two reviewers want it killed; weak visual execution called out repeatedly

### Compliance flags raised
- **ad-loan-v1**: Even with the illustrative disclaimer, showing numbers attracts regulator attention. *Worth the risk — but legal sign-off recommended.* (Gemini, Grok both flagged.)
- **ad-retire-v1**: "Lock the bill" + 20+ year projection edges toward implied-guarantee territory. (Grok flagged for legal review.)
- **ad-skeptic-v1**: "State programs still pay" and "won't bring it back" framings flagged by Grok as close to unsubstantiated. Verify each claim has factual basis before launch.

### Cross-cutting consensus
1. **Pure-CSS-art approach pays off — when the underlying concept is strong.** All three reviewers said the same thing in different words: ad-loan, ad-neighbor, ad-ev, ad-firsthome use the style well. ad-network and ad-spam look "cheap," "templated," "placeholder."
2. **Visual register monotony is a real risk.** Gemini called out ad-loan/ad-retire/ad-firsthome feeling like siblings; Grok separately flagged ad-loan/ad-retire/ad-skeptic clustering around dark backgrounds with orange/green data viz. **The batch needs more stylistic range** if used as a single campaign rotation.
3. **Brand voice is the batch's biggest strength.** "Homeowner Math," "Your block already did the math," "Waiting has a cost too" — all three reviewers independently praised voice consistency. This is working.
4. **Biggest batch weakness:** failure of imagination on composition. Strongest ads have a genuinely clever visual metaphor; weaker ones rely on tired formats (split-screen, checklist, basic chart).

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## Full reviewer outputs follow

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# REVIEWER 1: GEMINI 2.5 PRO

This is a strong batch, but you're paying me to be adversarial, not to make friends. Some of these are ready to run. Some are ready for the trash. The core "CSS-art" decision is sound, but the execution is inconsistent.

## Per-ad scoring (Gemini)

### 1. ad-spam-v1.png
- **Concept:** 7/10 — Tapping into the universal hatred of spam calls is smart. It positions Summit as the antidote to the industry's worst actors. It's a good angle, but it's about the competition, not the customer's core motivation.
- **Composition:** 4/10 — The cascading notifications are chaotic. In a fast feed scroll, this will read as visual noise, not a coherent message. The eye doesn't know where to land. Too much clutter.
- **Compliance:** 10/10 — No issues here. Makes no claims.
- **Pillar-fit:** 5/10 — Weakest fit of the batch. It vaguely gestures at "freedom" by positioning against scummy sales tactics, but it doesn't hit any of the four core pillars directly.
- **Visual-craft:** 6/10 — The phone prop is fine, but the notification elements feel generic. There's no interesting visual detail or cleverness in the execution. It looks like a stock vector concept.
- **Best-work-bar:** 4/10 — This feels like a first draft idea. It's not top-tier strategic work. We can do better than dunking on telemarketers.
- **TOTAL: 36/60** — A conceptually clever but visually weak ad that doesn't serve the core brand pillars.

### 2. ad-loan-v1.png
- **Concept:** 9/10 — "My solar payment is cheaper than my electric bill was" is the entire value proposition in one sentence. Using the "Homeowner Math" eyebrow is brilliant, perfectly aligning with the wry, math-first voice.
- **Composition:** 9/10 — The two-column ledger is instantly understandable. It's clean, balanced, and draws the eye to the key comparison. The use of color to show "loss" (utility bill) vs. "gain" (solar payment) is effective.
- **Compliance:** 9/10 — The disclaimer is present and the numbers are clearly illustrative. However, showing any kind of numbers, even illustrative ones, can attract scrutiny. It's a risk, but likely a worthwhile one.
- **Pillar-fit:** 10/10 — Direct hit on "bill predictability" and "ownership/equity." This IS the math-first pillar in a single image.
- **Visual-craft:** 8/10 — Clean, sharp, and brutally simple. The typography is well-handled. It feels like a page out of a homeowner's personal notebook, which builds credibility.
- **Best-work-bar:** 9/10 — This is extremely close to the brand's best work. It's direct, confident, and speaks the customer's language.
- **TOTAL: 54/60** — A powerful, pillar-aligned creative that nails the brand voice and value prop with simple, elegant execution.

### 3. ad-neighbor-v1.png
- **Concept:** 10/10 — "Your block already did the math" is the best line in the entire batch. It masterfully combines social proof with the brand's "math-first" angle. It creates instant FOMO and credibility.
- **Composition:** 9/10 — The map is a fantastic, immediately legible visual metaphor. Highlighting 9 of 20 houses is a perfect ratio—popular enough to be proof, but not so saturated that the viewer feels they're the last one.
- **Compliance:** 10/10 — Zero compliance risk. It makes a social claim, not a financial one.
- **Pillar-fit:** 10/10 — This *is* the "your block already did it" pillar, executed perfectly.
- **Visual-craft:** 8/10 — The geometric, top-down view is clean and modern. The amber color for solar roofs is a great choice. It's simple, but it's all it needs to be.
- **Best-work-bar:** 10/10 — This is the standard. If every ad was this smart, direct, and well-executed, we'd double the business.
- **TOTAL: 57/60** — The clear winner. This is a brilliant piece of advertising that is both strategically sound and creatively sharp.

### 4. ad-network-v1.png
- **Concept:** 6/10 — The "monopoly vs. me" angle is a core pillar, but the concept is a bit tired. Pylon vs. house is a solar advertising cliché.
- **Composition:** 5/10 — The split-frame is visually jarring and not in a good way. It feels crude. The two halves don't feel like they're in conversation, just smashed together.
- **Compliance:** 10/10 — Avoids direct utility-attack, so it's compliant.
- **Pillar-fit:** 9/10 — Direct hit on "freedom from monopoly utility," so it gets points for strategic alignment.
- **Visual-craft:** 4/10 — This is where the CSS-art style fails. The pylon looks simplistic and cheap, and the house side looks generic. It lacks the polish of ad-loan-v1 or ad-neighbor-v1.
- **Best-work-bar:** 4/10 — This feels like a template ad. It's generic and uninspired.
- **TOTAL: 38/60** — A strategically important message crippled by a cliché concept and weak visual execution.

### 5. ad-retire-v1.png
- **Concept:** 8/10 — Targeting retirees with a "lock your costs" message is smart. It connects solar to a tangible life event and a real financial fear: fixed incomes in the face of rising costs.
- **Composition:** 7/10 — The chart is a good idea, but the execution is a bit bland. It's clear, but not particularly arresting. It could be more visually dynamic.
- **Compliance:** 10/10 — Compliant. Illustrates a trend, doesn't guarantee rates.
- **Pillar-fit:** 9/10 — Excellent fit for "bill predictability."
- **Visual-craft:** 6/10 — It looks like a chart from a PowerPoint deck. It's functional, but lacks artistic flair or a strong point of view. The CSS style feels more like a limitation than a choice here.
- **Best-work-bar:** 6/10 — Good strategic thinking, average creative execution.
- **TOTAL: 46/60** — A solid, strategically sound ad that needs a visual polish to really perform.

### 6. ad-ev-v1.png
- **Concept:** 9/10 — Excellent niche targeting. The line "Charging your EV from the grid defeats the point" is provocative and insightful. It speaks directly to the values of an EV owner.
- **Composition:** 8/10 — The icon-collision is a strong visual hook. It's simple, symbolic, and communicates the core conflict instantly. The layout is clean and focused.
- **Compliance:** 10/10 — No issues.
- **Pillar-fit:** 8/10 — Hits "freedom from monopoly" and "ownership" by highlighting energy independence for their vehicle.
- **Visual-craft:** 8/10 — This is a good use of the CSS-art style. The icons are sharp, the colors pop, and the message is carried by the simple, strong graphics.
- **Best-work-bar:** 8/10 — Very strong work. It demonstrates how to do a targeted ad correctly.
- **TOTAL: 51/60** — A sharp, targeted, and visually clever ad that will likely be very effective with its intended audience.

### 7. ad-firsthome-v1.png
- **Concept:** 7/10 — Another good targeted concept. Framing solar as the next logical step in homeownership is smart.
- **Composition:** 6/10 — The checklist visual is a bit tired. While legible, it's not visually exciting and doesn't do much to stop a scroll. Highlighting the last item is standard practice, not a creative breakthrough.
- **Compliance:** 10/10 — No issues.
- **Pillar-fit:** 8/10 — Direct hit on the "ownership/equity" pillar.
- **Visual-craft:** 5/10 — This looks very templated. The icons are generic, the layout is basic. The CSS-art style adds no particular value here.
- **Best-work-bar:** 5/10 — Feels like an ad we could have made in 5 minutes from a template. The thinking is better than the execution.
- **TOTAL: 41/60** — A good idea that is let down by a generic and uninspired visual treatment.

### 8. ad-skeptic-v1.png
- **Concept:** 8/10 — Addressing skepticism head-on is a confident, transparent move that fits the brand voice. The Q&A format is engaging.
- **Composition:** 5/10 — A decision tree with 4 questions is too much text for a feed ad. This will have a high cognitive load and most users will scroll right past it. This concept is better suited for a landing page or a multi-slide carousel ad.
- **Compliance:** 10/10 — No issues.
- **Pillar-fit:** 7/10 — It doesn't map to a single pillar, but serves all of them by breaking down barriers. It's a "meta" ad for the brand.
- **Visual-craft:** 6/10 — Assuming the layout is as clean as possible, it's still a block of text. The craft is in the typography and flow, but it's fighting an uphill battle against the format.
- **Best-work-bar:** 5/10 — Right message, wrong medium. This is a strategic failure of format, not a failure of concept.
- **TOTAL: 41/60** — A smart idea executed in the wrong format for a Meta feed ad, rendering it likely ineffective.

## Gemini — Top 3
1. **ad-neighbor-v1.png** — Best ad by a wide margin. Headline is perfect, social-proof concept is powerful and unique, visual is instantly understandable. Builds desire and credibility better than any other in the set.
2. **ad-loan-v1.png** — Brutally simple and effective. Boils the financial argument down to a single clear comparison. "Homeowner Math" is a home run for the brand voice.
3. **ad-ev-v1.png** — Smartest of the niche-targeted ads. Genuinely insightful angle, clever and sharp visual.

## Gemini — Bottom 2
1. **ad-network-v1.png** — Kill this one. Concept is a solar-ad cliché, visual execution is the cheapest-looking of the bunch. Actively lowers brand quality perception.
2. **ad-spam-v1.png** — Kill this one too. Visual is a cluttered mess, concept focuses on competitor flaws rather than customer gains. Doesn't align with core pillars.

## Gemini — Top pick deep-dive (ad-neighbor-v1.png)
This ad is strongest because it bypasses rational feature-based argument and goes straight for a more powerful emotional driver: the fear of being left behind. "Your block already did the math" is a masterclass in copywriting — simultaneously provides social proof, flatters the viewer's neighbors (and the viewer), and reinforces the brand's "math-first" identity. To make it better: test hyper-local versions with a stylized-but-recognizable map of a specific neighborhood in the target geo (e.g., "Laurelhurst already did the math"). Elevates from 9 to 10.

## Gemini — Cross-cutting
- **Pure-CSS-art payoff?** Yes, but only when the concept is strong. Works on ad-neighbor and ad-loan. Feels cheap on ad-network and ad-firsthome. Style doesn't save a bad idea.
- **Distinct registers?** No. ad-loan / ad-retire / ad-firsthome share a similar "utility" vibe (ledger, chart, checklist). Risk of visual fatigue.
- **Compliance flags?** ad-loan-v1 only — showing illustrative numbers can attract regulators. Worth the risk; legal should sign off.
- **Brand voice?** Remarkably consistent. Biggest strength of the batch.
- **Biggest weakness?** Failure of imagination on composition. Too many tired formats (split-screen, checklist, basic chart). Need more conceptual rigor on the visual side to match the copywriting.

---

# REVIEWER 2: GPT-4o

## Per-ad scoring (GPT-4o)

### 1. ad-spam-v1.png
- Concept: 8/10 — Clever take on common frustration with spam calls.
- Composition: 7/10 — Engages a social feed viewer with prominent visuals.
- Compliance: 9/10 — Safe messaging for SAC.
- Pillar-fit: 8/10 — Strong anti-pressure tactic positioning.
- Visual-craft: 8/10 — Clean and effective CSS design.
- Best-work-bar: 7/10 — Professional but could use more punch.
- **TOTAL: 47/60** — Strong approach but could be more distinctive.

### 2. ad-loan-v1.png
- Concept: 9/10 — Clear financial comparison.
- Composition: 8/10 — Information is well-organized for quick absorption.
- Compliance: 7/10 — Illustrative disclaimer necessary and well-placed.
- Pillar-fit: 9/10 — Strong alignment with bill predictability.
- Visual-craft: 8/10 — Bars are simple yet impactful.
- Best-work-bar: 8/10 — Solid explanation style ad.
- **TOTAL: 49/60** — Effective and straightforward; solid financial emphasis.

### 3. ad-neighbor-v1.png
- Concept: 7/10 — Good use of social proof with the neighborhood map.
- Composition: 6/10 — Could be more immediately engaging.
- Compliance: 9/10 — No apparent risks.
- Pillar-fit: 8/10 — Social proof pillar effectively shown.
- Visual-craft: 6/10 — Map design feels a bit basic.
- Best-work-bar: 6/10 — Lacks a bit of creativity.
- **TOTAL: 42/60** — Conceptually sound but visually underwhelming.

### 4. ad-network-v1.png
- Concept: 8/10 — Strong positioning on independence from utility.
- Composition: 8/10 — Balanced layout; eye-catching split-frame.
- Compliance: 9/10 — Smart avoidance of direct attack language.
- Pillar-fit: 8/10 — Core message of freedom well-conveyed.
- Visual-craft: 7/10 — Simple but effective; could use more visual interest.
- Best-work-bar: 7/10 — Strong message with room for more visual ingenuity.
- **TOTAL: 47/60** — Solid and credible; could push the visual design further.

### 5. ad-retire-v1.png
- Concept: 6/10 — The retirement angle is a bit narrow.
- Composition: 7/10 — Informative but potentially dense for quick scroll.
- Compliance: 9/10 — Clear with disclaimers and visuals.
- Pillar-fit: 7/10 — Emphasizes predictability pillar well.
- Visual-craft: 7/10 — Clear and precise, though visually static.
- Best-work-bar: 6/10 — Feels too niche; broader appeal would be stronger.
- **TOTAL: 42/60** — Specific target might limit broader engagement.

### 6. ad-ev-v1.png
- Concept: 9/10 — Engaging concept for EV owners.
- Composition: 8/10 — Simple yet powerful visual comparison.
- Compliance: 9/10 — No apparent risks.
- Pillar-fit: 10/10 — Perfect fit for EV-owner sub-audience.
- Visual-craft: 8/10 — Effective use of color and minimalism.
- Best-work-bar: 8/10 — Captures a growing market segment effectively.
- **TOTAL: 52/60** — Highly relevant and well-executed for its target.

### 7. ad-firsthome-v1.png
- Concept: 8/10 — Relatable checklist for new homeowners.
- Composition: 7/10 — Clear structure, though a bit text-heavy.
- Compliance: 9/10 — Avoids risky claims effectively.
- Pillar-fit: 8/10 — Ownership pillar is well-addressed.
- Visual-craft: 7/10 — Effective but could be visually richer.
- Best-work-bar: 7/10 — Solid but could stand out more.
- **TOTAL: 46/60** — Practical and relatable with room for more creativity.

### 8. ad-skeptic-v1.png
- Concept: 8/10 — Addresses skepticism directly.
- Composition: 6/10 — Text-heavy; could be streamlined visually.
- Compliance: 8/10 — Met claims and addresses concerns properly.
- Pillar-fit: 9/10 — Effectively defuses skepticism.
- Visual-craft: 6/10 — More visual engagement needed.
- Best-work-bar: 6/10 — Strong idea, needs a more engaging execution.
- **TOTAL: 43/60** — Concept is strong but visually needs more refinement.

## GPT-4o — Top 3
1. **ad-ev-v1.png** — Best aligns with a specific audience and makes a strong impact.
2. **ad-loan-v1.png** — Clear and effective messaging on payment predictability.
3. **ad-spam-v1.png** — Clever anti-pressure tactic positioning; resonates well.

## GPT-4o — Bottom 2
1. **ad-retire-v1.png** — Too narrowly focused; broader appeal needed.
2. **ad-neighbor-v1.png** — Solid idea but lacks visual dynamism.

## GPT-4o — Top pick deep-dive (ad-ev-v1.png)
Connects strongly with EV owners by pointing out a practical conflict with grid dependency. Stands out with a clear message and minimalist style. Could be enhanced with a dynamic visual element (infograph or animated GIF) without losing crisp simplicity.

## GPT-4o — Cross-cutting
- **Pure-CSS:** Generally successful in promoting a clear, clean, distinct brand aesthetic. Doesn't feel cheap overall.
- **Visual distinction:** Most distinct, though ad-retire-v1 and ad-loan-v1 feel similar.
- **Compliance:** No significant red flags warrant escalation.
- **Brand voice:** Consistently plain-spoken and wry, aligned with brand voice.
- **Biggest weakness:** Visual engagement — some designs feel flat and could use more creativity or dynamic elements to capture attention in social feed.

---

# REVIEWER 3: GROK-4 (fallback from grok-2-vision-1212)

## Per-ad scoring (Grok-4)

### 1. ad-spam-v1.png
- Concept: 4/10 — Single-note anti-spam hook that feels borrowed from lead-gen spam itself rather than original positioning.
- Composition: 7/10 — Strong phone visual anchors the scroll, but bottom text block is dense and loses impact.
- Compliance: 8/10 — Clean; no dollar claims or guarantees, just positioning.
- Pillar-fit: 3/10 — Misses all four stated pillars; anti-pressure is a tactic, not a pillar.
- Visual-craft: 8/10 — Phone and notification stack are crisp and readable at feed size.
- Best-work-bar: 3/10 — Generic execution that any solar company could run.
- **TOTAL: 33/60** — Safe filler ad that adds no strategic weight.

### 2. ad-loan-v1.png
- Concept: 9/10 — Sharp, meme-ready homeowner math that directly attacks rising bills without promising numbers.
- Composition: 9/10 — Two-column ledger reads instantly in vertical feed; bars are the hero.
- Compliance: 7/10 — Strong disclaimer present, but "cheaper than my bill was" still skirts close to implied savings.
- Pillar-fit: 9/10 — Bill predictability executed cleanly and memorably.
- Visual-craft: 9/10 — Bar charts are crisp, color contrast is excellent, CSS execution feels premium.
- Best-work-bar: 9/10 — This is the one I would show clients as the standard.
- **TOTAL: 52/60** — Best in batch by a clear margin.

### 3. ad-neighbor-v1.png
- Concept: 8/10 — "Your block already did the math" is wry and local without being pushy.
- Composition: 8/10 — 20-house grid is scannable but slightly cramped at feed scale.
- Compliance: 9/10 — Pure social proof with no claims; safest in the set.
- Pillar-fit: 9/10 — Social proof pillar delivered directly and visually.
- Visual-craft: 7/10 — House icons are clean but repetitive; amber highlight is the only variation.
- Best-work-bar: 8/10 — Strong, but could be more distinctive.
- **TOTAL: 49/60** — Reliable performer that earns its keep.

### 4. ad-network-v1.png
- Concept: 6/10 — Split-frame idea is clear but lacks a memorable hook or tension.
- Composition: 5/10 — Left side is dead space; right side illustration is too minimal for vertical feed.
- Compliance: 9/10 — Pure positioning, zero claim risk.
- Pillar-fit: 7/10 — Freedom from monopoly is present but diluted by soft copy.
- Visual-craft: 6/10 — Gradient and sun graphic feel thin; pylon on left is weak CSS.
- Best-work-bar: 4/10 — Looks like a placeholder that never got finished.
- **TOTAL: 37/60** — Visually and conceptually underpowered.

### 5. ad-retire-v1.png
- Concept: 7/10 — Retirement angle is smart for the audience but the chart is the real payload.
- Composition: 8/10 — Line chart reads well vertically; retirement marker is clear.
- Compliance: 6/10 — "Lock the bill" language plus 20+ year claim edges toward guarantee territory.
- Pillar-fit: 8/10 — Bill predictability for retirees is on-target.
- Visual-craft: 8/10 — Chart styling is clean and data-like.
- Best-work-bar: 7/10 — Solid but not standout.
- **TOTAL: 44/60** — Good for retargeting retirees, needs legal scrub on wording.

### 6. ad-ev-v1.png
- Concept: 5/10 — EV paradox is narrow and preachy; "defeats the point" lands sour.
- Composition: 6/10 — Two icons side-by-side are legible but static; no motion or tension.
- Compliance: 8/10 — No numbers or guarantees.
- Pillar-fit: 4/10 — Weak link to any core pillar; EV is a sub-audience tactic only.
- Visual-craft: 7/10 — Icons are simple and consistent with the CSS style.
- Best-work-bar: 4/10 — Lowest emotional resonance in the batch.
- **TOTAL: 34/60** — Skip unless running heavy EV lookalikes.

### 7. ad-firsthome-v1.png
- Concept: 8/10 — Checklist framing feels fresh and ownership-focused.
- Composition: 7/10 — List is clean but the large negative space below makes it feel top-heavy.
- Compliance: 9/10 — Zero claim risk; pure positioning.
- Pillar-fit: 9/10 — Ownership/equity pillar executed directly.
- Visual-craft: 8/10 — Checklist styling is crisp; highlight on "next" step works.
- Best-work-bar: 8/10 — Strong strategic fit for first-time homeowner audiences.
- **TOTAL: 49/60** — High-performing niche ad.

### 8. ad-skeptic-v1.png
- Concept: 7/10 — Decision-tree Q&A is honest and on-brand for skeptics.
- Composition: 6/10 — Four stacked questions feel long in feed; loses momentum by Q4.
- Compliance: 7/10 — "State programs still pay" and "won't bring it back" are close to unsubstantiated.
- Pillar-fit: 6/10 — Addresses skepticism but doesn't map cleanly to any single pillar.
- Visual-craft: 7/10 — Typography hierarchy is good but layout is text-heavy.
- Best-work-bar: 6/10 — Respectable but not memorable.
- **TOTAL: 39/60** — Functional for cold traffic but not a winner.

## Grok-4 — Top 3
1. **ad-loan-v1.png** — Sharpest concept, strongest visual payoff, best pillar alignment.
2. **ad-neighbor-v1.png** — Cleanest social proof execution with zero compliance risk.
3. **ad-firsthome-v1.png** — Best sub-audience play; ownership angle feels ownable.

## Grok-4 — Bottom 2
1. **ad-spam-v1.png** — Kill this one. It fights the brand voice and adds nothing strategic.
2. **ad-ev-v1.png** — Too narrow and tonally off; lowest return on creative effort.

## Grok-4 — Top pick deep-dive (ad-loan-v1.png)
Wins because the two-column bar comparison turns an abstract financial benefit into an immediate visual "aha" that survives 0.8-second scroll attention. The "Homeowner Math" eyebrow and post-install attribution line give it wry credibility without overclaiming, and the green flat bars versus rising red ones deliver the bill-predictability pillar in pure geometry. The disclaimer is visible and appropriately hedged. Would be even better with a slightly tighter top margin and one less row of green bars to reduce visual noise.

## Grok-4 — Cross-cutting
- Pure-CSS-art pays off on ad-loan, ad-neighbor, ad-firsthome where geometry carries the idea; feels cheap and unfinished on ad-network and ad-spam where vectors lack weight or texture.
- Visual registers are not distinct enough — ad-loan, ad-retire, ad-skeptic all lean on dark backgrounds with orange/green data viz, making them feel like siblings rather than a varied campaign.
- Compliance flags for legal: ad-retire-v1 ("Lock the bill" / 20+ years) and ad-skeptic-v1 ("State programs still pay" / "won't bring it back") should be reviewed for implied guarantees.
- Brand voice is consistent on tone but inconsistent in execution — ad-spam and ad-ev slip into generic marketing language while ad-loan and ad-firsthome stay wry and specific.
- Biggest weakness: lack of a single hero visual language. Reads as eight separate experiments rather than a cohesive campaign system.

---

## Reviewer reliability notes
- Gemini 2.5 Pro: Highest variance in scoring (36 → 57). Most willing to give 10s and 4s. Strongest qualitative analysis.
- GPT-4o: Compressed scoring range (42 → 52). Grade-inflated overall — every ad >40. Weakest at adversarial framing despite being asked for it. Note: GPT-4o's Top-3 includes ad-spam which two other reviewers want killed.
- Grok-4: Used as fallback after grok-2-vision-1212 was not available. Strongest at compliance-language nit-picking. Bottom-2 picks (spam, ev) directly conflict with GPT-4o's Top-3.

## Recommendation
- **Launch hero (primary creative):** ad-loan-v1 OR ad-neighbor-v1 (both defensible). Suggest A/B inside a single ad set per Frank's Meta-A/B-single-ad-set rule.
- **Strong launch supports:** ad-firsthome-v1, ad-ev-v1 (the latter to EV-lookalike segment only).
- **Pull from launch:** ad-network-v1 (2 of 3 reviewers say kill, weakest visual craft scores). ad-spam-v1 (2 of 3 reviewers say kill, off-pillar).
- **Hold for legal review before launch:** ad-retire-v1 ("Lock the bill" wording), ad-skeptic-v1 (state-program claims), ad-loan-v1 (illustrative-numbers risk — flagged by 2 of 3).
- **Format repurpose:** ad-skeptic-v1 strong concept for carousel or landing page; weak for static feed (Gemini and Grok agreed).
- **Cohesion concern:** Both Gemini and Grok independently flagged register monotony across data-viz ads. If using as a single rotation, alternate ad-neighbor (map) and ad-firsthome (checklist) with ad-loan (ledger) and ad-retire (chart) to break visual sameness.