Lebesgue vs ScreenplayIQ

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionLebesgueScreenplayIQ
What it isAI CMO / marketing attribution for ShopifyAI screenplay analysis + box office prediction
Pricing modelFreemium (Le Pixel first-party attribution from $99/mo)Paid, per-analysis (~$24–$198)
Core buyerShopify DTC brands $250K–$10M+Screenwriters, producers, studio execs
Signature capabilityLe Pixel attribution, 10 AI agents, Henri AIStructural analysis, character arcs, box office prediction
Key integrationShopify, Meta, Google Ads, TikTok, Reddit AdsPitchTrailer
Hard limitShopify-only (no native other-platform integration)Feature films only; scripts over 150 pages
Lebesgue
Lebesgue

Lebesgue is an AI CMO for Shopify DTC brands — ask Henri a question, get attribution, LTV and competitor answers.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis that returns a logline, comps, character arcs, and proofed fixes on your draft

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Pricing
Freemium
Paid
Plans
$0/mo
$59/mo
$79/mo
$149/mo
$149/mo
$749/mo
$1,499/mo
$1,649/mo
~$24 TV / ~$38 Feature
~$48 TV / ~$78 Feature
~$60 TV / ~$98 Feature
~$24 TV / ~$38 Feature
Custom
Popularity
2 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
Web
WebAPI
Categories
🛒 Ecommerce & Retail🧮 Business Intelligence💰 Ad Creative & Media Buying
📖 Fiction & Screenwriting
Features
Henri AI answers plain-English marketing questions from store, competitor and market data
Ten named AI agents: Balancer, Guardian, Spotlight, Echo, Pulse, Strategist, Sentinel, Prophet, Auditor, Sentry
Le Pixel first-party attribution pixel with AI cross-device visitor matching
Basic and advanced attribution models, including game theory attribution
Server-side tracking and Meta Conversions API (CAPI) integration via Le Pixel Enrichment
Customer LTV, cohort, retention and churn analysis with predicted revenue and payback period
Sentinel for real-time competitor ad monitoring across major platforms
Echo decodes competitors' email strategies to reveal product launches and discount patterns
Prophet builds GAM marketing mix models for spending predictions
Balancer recommends budget allocation across marketing channels
Sentry monitors inventory to avoid stockouts
Strategist gives AI feedback on ad creative performance
AI visibility tracking for GEO and AEO
Automatic blog post generation and AI image creation on Ultimate AI
Auditor runs automated Meta, Google and TikTok ad audits daily
Generate a logline from a full screenplay draft
Surface comparable films and TV shows for market framing
Break a script into structured story points
Produce a full synopsis without reading the whole draft
Write character synopses for the full cast
Create visual representations of characters
Chart each character's emotional journey across the script
Deliver a full assessment analysis of the draft
Break down the story's themes
Proofread report with inline highlights on every issue
Recommend a fix for each flagged issue
Build a custom analysis package outside the presets
Price analysis by page length, quoted separately for TV and features
Store uploaded scripts in encrypted, siloed storage
WGA-compliant handling of submitted scripts
Integrations
Shopify
Meta
Google Ads
TikTok
Klaviyo
Pinterest
Microsoft Ads

Feature-by-feature

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 feedback
    Pick: ScreenplayIQ

    Per-analysis pricing and structural, character, and box-office analysis fit a feature script under 150 pages.

  • Producer evaluating a slate
    Pick: 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+ revenue
    Pick: Lebesgue

    Le Pixel first-party attribution plus 10 AI agents and Shopify/ad integrations target exactly this revenue band.

  • Founder replacing manual ad analysis
    Pick: Lebesgue

    Henri AI and automated Meta, Google, and TikTok audits replace spreadsheet work, with free-tier entry to test.

  • Non-Shopify store owner
    Pick: 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