Lebesgue vs ScreenplayIQ
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Lebesgue | ScreenplayIQ |
|---|---|---|
| What it is | AI CMO / marketing attribution for Shopify | AI screenplay analysis + box office prediction |
| Pricing model | Freemium (Le Pixel first-party attribution from $99/mo) | Paid, per-analysis (~$24–$198) |
| Core buyer | Shopify DTC brands $250K–$10M+ | Screenwriters, producers, studio execs |
| Signature capability | Le Pixel attribution, 10 AI agents, Henri AI | Structural analysis, character arcs, box office prediction |
| Key integration | Shopify, Meta, Google Ads, TikTok, Reddit Ads | PitchTrailer |
| Hard limit | Shopify-only (no native other-platform integration) | Feature films only; scripts over 150 pages |

Lebesgue is an AI CMO for Shopify DTC brands — ask Henri a question, get attribution, LTV and competitor answers.
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AI screenplay analysis that returns a logline, comps, character arcs, and proofed fixes on your draft
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The capability sets don't overlap at all. ScreenplayIQ processes a screenplay and returns structural and commercial analysis: beat sheet generation, visual heatmaps of dialogue and pacing, character arc and emotional journey charts, genre classification, comparative market data, and a box office performance prediction, exported as a PDF report with a collaborative workspace for up to 5 users. It plugs into PitchTrailer for audio-visual pitch materials. Lebesgue instead consolidates live Shopify and ad data into one dashboard and layers AI on top: Henri AI answers business questions in plain English, ten named agents (Balancer, Guardian, Spotlight, Echo, Pulse, Strategist, Sentinel, Prophet, Auditor, Sentry) automate analysis, Le Pixel delivers first-party cross-device attribution, and marketing mix modeling runs on GAM models with Prophet. It benchmarks against 20,000+ eCommerce brands and audits Meta, Google, and TikTok ads. One reads narrative structure; the other reads CAC, ROAS, LTV, and MER. The only shared trait is that both call themselves "AI," which is not a basis for a buying decision.
Pricing compared
The pricing structures answer different questions. ScreenplayIQ is paid with no free tier, billed per analysis, sized by script length — feature-length and TV options run roughly $24–$198 per analysis — so cost scales with how many scripts you evaluate rather than with seats. Add-ons like Pitch Materials, Proofread, and Table Read sit on top; there is API access, but no subscription to smooth costs across volume. Lebesgue is freemium: a free tier covers core analytics, and paid plans unlock deeper AI and Le Pixel first-party attribution, which starts at $99/month. It positions itself for Shopify brands between $250K and $10M+ in revenue, and its own guidance says micro-brands under $50K may find premium plans costly. So ScreenplayIQ is a per-project cost a writer or producer absorbs occasionally, while Lebesgue is recurring software spend justified by ad budget. There is no price band where these two choices intersect.
Who should pick which
- Screenwriter seeking market feedbackPick: ScreenplayIQ
Per-analysis pricing and structural, character, and box-office analysis fit a feature script under 150 pages.
- Producer evaluating a slatePick: ScreenplayIQ
Comparative market data, genre classification, and box office prediction support go/no-go decisions, with a 5-user collaborative workspace.
- Shopify DTC brand at $1M+ revenuePick: Lebesgue
Le Pixel first-party attribution plus 10 AI agents and Shopify/ad integrations target exactly this revenue band.
- Founder replacing manual ad analysisPick: Lebesgue
Henri AI and automated Meta, Google, and TikTok audits replace spreadsheet work, with free-tier entry to test.
- Non-Shopify store ownerPick: Lebesgue
Neither tool fits — but if attribution is the goal, Lebesgue is the only relevant one here, and its Shopify-only limitation is a real blocker.
Frequently Asked Questions
Could a production company use both?
Only in the sense that a diversified media company might run a script tool for development and a marketing tool for a merchandise store. The tools would be bought by different departments for different jobs, not chosen from one shortlist.
Is one better value than the other?
Value isn't comparable across a per-analysis script fee and a monthly Shopify analytics plan. Judge ScreenplayIQ on cost per script evaluated, and Lebesgue on spend against the ad budget it's meant to optimize.
What does Lebesgue's recent research add?
Its 2026 benchmark sets cover CAC, ROAS, LTV, MER, CTR, CPC, and CPM by industry and AOV band, plus a geo-holdout test quantifying revenue genuinely driven by Meta Ads — evidence its first-party attribution claims rest on measurement work, not just dashboard features.
Does ScreenplayIQ handle TV or short films?
Its own positioning says feature films only, with scripts over 150 pages outside scope. TV writers and short-form creators are explicitly not the target.
Can Lebesgue work without Shopify?
No — it lists no native integration with non-Shopify platforms, which is its clearest constraint.
Which should a solo founder pick?
Depends entirely on the business. A screenwriter wants ScreenplayIQ per project; a Shopify store owner wants Lebesgue's free tier to start, then Le Pixel at $99/month once attribution matters.
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Last reviewed: September 22, 2026