Usability70Design74Speed78Security76Accessibility80Growth68

Cycling through all six. Tap any point to stop.

Measured on six things

Opus Growth is a single MCP server for Google Ads, Meta Ads, TikTok Ads, LinkedIn Ads, Microsoft Ads and ChatGPT Ads. ChatGPT, Claude, Codex, Perplexity, Cursor and other assistants connect with the same address.

Growth

68

A single MCP server across six ad platforms plus Analytics/GSC/GTM is a real wedge — chat-native, approval-gated, no new dashboard. Category has headroom as AI assistants become the default workspace. Early stage (domain ~0.8 yrs).

Screenshots

1 / 4

About this app

Builds campaigns Turns your brief into a finished campaign. It stays paused until you approve, so nothing is spent before you say so. Works where you work ChatGPT, Claude, Codex, Perplexity, Cursor or the terminal. No new dashboard to learn. Finds wasted spend Names the spend that brings no sales and prepares a pause preview. Catches uncounted sales Checks the ad account, Analytics and Tag Manager together. Shows where you stand on Google and in AI answers Your rank, the search volume and whether ChatGPT recommends you. Puts every account side by side Google, Meta, TikTok and Microsoft over the same dates and the same metric. Writes the report from one sentence Ads, website and search data in one PDF; the reader needs no account.

Key features

  • 1Single MCP server connecting ChatGPT, Claude, Codex, Perplexity, Cursor and terminal to six ad platforms plus Analytics, GSC and GTM.
  • 2Approval-gated campaign building: every change arrives as a preview and is applied only after you approve it.
  • 3Cross-platform waste detection and uncounted-sales checks across ad account, Analytics and Tag Manager.
  • 4One-sentence PDF reporting combining ads, website and search data for readers without account access.

Target customer profile

Drawn from the product itself, not from a survey.

Demographic

SMB Owners & Solo Marketers

Pain points

Overwhelmed by platform interfaces; lack time to build reports; high cost of hiring agencies.

Primary needs

Simple campaign creation, consolidated reporting, and affordable ad management without needing to learn complex dashboards.

Demographic

Digital Marketing Agencies

Pain points

Repetitive reporting tasks; managing multiple client accounts; need for quick, cross-platform audits.

Primary needs

MCC integration, white-label reporting, and rapid campaign deployment to save time and scale client management.

Demographic

PPC Specialists & In-House Marketers

Pain points

Manual data cross-referencing; missing uncounted sales; slow budget optimization loops.

Primary needs

Deep data analysis, waste detection, and quick execution of technical changes like negative keywords or budget adjustments.

Scout Review

Written by AI from measured evidence, scored out of 100.

Opus Growth is a chat-native ad management layer that plugs into ChatGPT, Claude and other assistants via a single MCP server, spanning six ad platforms plus Analytics, Search Console and Tag Manager. The pitch is sharp: no new dashboard, every change previewed and approval-gated, budget caps and an audit log. The marketing site is fast (Lighthouse 89 mobile / 95 desktop), well-designed and honest about credit costs. Security headers are complete and OAuth-only connection is claimed. Weak spots: no third-party security attestation, two real accessibility failures despite a 97 score, and a very young product with limited public traction. For SMB owners and agencies drowning in platform UIs, the value proposition is unusually clear.

Measure by measure

Usability

70

Three-step setup, a setup video, a full guide, and 75 non-expiring free credits with no card. Credit costs per job are published. Onboarding friction is genuinely low because the interface is the assistant you already use.

Design

74

Clean, modern marketing site with a convincing chat-mockup hero and consistent branding across pages. The real 'product UI' lives inside ChatGPT/Claude, so Opus's own design surface is mostly the landing page — and it's well-executed.

Speed

78

Lighthouse mobile 89/100 (LCP 2.8s, CLS 0.001, TBT 0ms) and desktop 95/100. The marketing site is lightweight and snappy; no user complaints about lag surfaced in the collected evidence.

Security

76

Full security header stack (HSTS, CSP, frame protection, Permissions-Policy), SPF and DMARC, 12/12 probe points. OAuth-only account connection, budget caps and an audit log are stated. No published SOC 2/ISO audit found.

Accessibility

80

Lighthouse accessibility 97/100, but two real failures: insufficient color contrast and visible labels not matching accessible names. No public WCAG statement or multi-language support advertised.

Growth

68

A single MCP server across six ad platforms plus Analytics/GSC/GTM is a real wedge — chat-native, approval-gated, no new dashboard. Category has headroom as AI assistants become the default workspace. Early stage (domain ~0.8 yrs).

Improvement areas

  • No published SOC 2, ISO 27001 or pen-test summary — enterprise buyers have to trust claims alone.
  • Two real Lighthouse accessibility failures (contrast, accessible names) despite a 97/100 score.
  • Very early product: domain ~0.8 years old, thin public traction and limited third-party reviews.
  • No public WCAG conformance statement or advertised multi-language support.

Design & Usability

Opus Growth's marketing site is polished and consistent — a chat-mockup hero that shows a real cross-platform spend table, clean pricing tiers, and a guide page with a setup video. The actual product interface is ChatGPT or Claude, which is the point: there's no new dashboard to learn. Usability is the strongest card: three-step setup, 75 non-expiring free credits with no card, and published credit costs per job (report 2, audit 3, campaign build 8). The main design caveat is that Opus's own visual surface is thin — it's a landing page and a connector, not an app you look at.

Speed & Security

Speed is a genuine strength: Lighthouse mobile 89/100 with LCP 2.8s, CLS 0.001 and TBT 0ms, desktop 95/100 — the marketing site is lightweight and snappy. Security is solid on the measurable surface: HTTPS enforced, HSTS, CSP, frame protection, Permissions-Policy, SPF and DMARC, 12/12 probe points. The product claims OAuth-only connection (no password storage), budget caps of +50% per change and +100% per day, and a full audit log. What's missing is third-party attestation — no SOC 2, ISO 27001 or published pen-test found — so enterprise buyers will have to take the claims on faith.

Accessibility & Growth

Accessibility scores 97/100 on Lighthouse, but two real failures remain: insufficient color contrast and visible text labels not matching accessible names. There's no public WCAG statement or multi-language support advertised, so the automated score flatters a thinner reality. Growth is the more interesting story: positioning as a single MCP server across Google, Meta, TikTok, LinkedIn, Microsoft and ChatGPT Ads — with Analytics, Search Console and Tag Manager in the same pipe — is a real differentiator against dashboard tools like Supermetrics or AdKit. The wedge is 'chat-native, approval-gated, no new UI,' aimed at SMB owners and agencies who hate dashboards. The category has headroom as AI assistants become the default workspace, but the domain is only ~0.8 years old and social presence is thin — execution, not idea, is the risk.

Conclusion

If you run ads across multiple platforms and already live inside ChatGPT or Claude, Opus Growth is worth the free trial — 75 credits with no card is a genuinely low-risk way to see whether chat-driven campaign building and waste detection fit how you work. If you need SOC 2, published audits or enterprise procurement paperwork, wait. The idea is strong and the execution on the marketing surface is clean; the next 12 months will show whether the product depth matches the pitch.

Suggestions for improvement

  • Publish a security page with SOC 2 or a pen-test summary — the header stack is great but enterprise buyers need attestation.
  • Fix the two Lighthouse accessibility failures: color contrast and accessible-name mismatches on labeled elements.
  • Add a public WCAG conformance statement and note which languages the assistant workflows support.
  • Show real customer case studies with before/after spend numbers to back the 'finds wasted spend' claim.
How we score

Alternatives comparison

Named competitors, point by point. Nobody paid to appear here or to be left out.

Opus GrowthAdKitBlend AISupermetrics
Primary interfaceChat inside ChatGPT, Claude, Codex, Perplexity, Cursor or terminal via MCP — no separate dashboardDedicated AI ad automation dashboardSingle multi-channel marketing dashboardData pipeline into Sheets/Looker Studio, no chat interface
Approval-gated changesEvery change previewed and applied only on approval; budget caps +50%/change, +100%/dayAutomated optimization; approval model not advertisedAI-generated copy and campaign management; approval flow not advertisedRead-only data transfer; makes no ad changes
Platform coverageGoogle, Meta, TikTok, LinkedIn, Microsoft, ChatGPT Ads + Analytics, GSC, GTM, YouTube, Business Profile, WordPressMajor ad platforms with AI creative generationMulti-channel ad platforms from one dashboardBroad connector library across ad and analytics platforms
Pricing entry pointFree: 75 non-expiring credits, no card; Pro $49/mo; Agency $99/mo; All-in-One $149/moSubscription-based; free tier not advertised in collected evidenceSubscription-based; free tier not advertised in collected evidenceTiered subscription by connectors and data volume
Reporting outputOne-sentence PDF combining ads, website and search data; Looker Studio under your brand on Pro+Campaign performance reporting within the platformDashboard reporting across connected channelsData delivered to Sheets/Looker Studio for custom reporting

Comparing options? See Opus Growth alternatives, scored side by side

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