Lily AI vs Chili Piper

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

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionLily AIChili Piper
PricingContact sales (30-day free trial on 500 products)Paid plans (contact sales)
Target AudienceE-commerce retailers & agencies optimizing product feedsB2B enterprise teams converting web traffic to meetings
Core FunctionAI-driven product catalog enrichment & feed optimizationInstant meeting booking from website visitors
IntegrationsGoogle Merchant Center, Meta Ads, Shopping platformsSalesforce, HubSpot, Marketo, Slack, Outreach
Best ForPerformance marketing teams, enterprise retailersRevenue ops, marketing teams with high inbound traffic
Highlight FeatureAI Performance Insights + A/B testing for feed changesForm Concierge: forms to instant meetings
Lily AI
Lily AI

Agentic product intelligence that enriches retail catalogs and proves lift with matched-spend tests on Google Ads, Meta Ads, AI discovery and onsite search.

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Chili Piper
Chili Piper

Chili Piper is AI-led website conversion software that qualifies B2B visitors and books meetings instantly from forms and chat.

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Pricing
Contact Sales
Paid
Plans
Custom
$12/user/mo
$1,250/mo (1-year term)
$3,500/mo (1-year term)
Coming soon
Popularity
6 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPI
Web
Categories
🛒 Ecommerce & Retail💰 Ad Creative & Media Buying
🎣 Sales Prospecting & Outbound📅 Calendar & Scheduling📇 CRM
Features
Goal-based AI agents that enrich, evaluate and republish catalog data continuously
Overall enrichment scoring (0-100) with per-field and per-dimension gap analysis
Google Shopping attributes: five core attributes generated per SKU for feed approval and match quality
Meta catalog ads copy generated and quality-checked before it ships
Organic SEO and AEO metadata: titles, descriptions, alt text and schema markup
Conversational commerce attributes for chat and voice shopping assistants
Item setup and classification: category mapping and structured field population
PDP consumer product copy written on-brand for the storefront
Agent-ready, schema-validated payload generation for AI shopping surfaces
Google AI Performance Insights gap analysis surfacing high-demand search terms per product
Matched-spend A/B testing with holdout groups to isolate revenue lift
Difference-in-differences analysis with confidence intervals for finance-ready reporting
28-day holdout testing across Google Shopping, Meta and onsite search
Multi-surface optimization across Google Ads, Meta Ads, AI discovery and onsite search
Human approval workflow before changes reach any live feed
Form Concierge: instant meeting booking from web form fills
Chat AI: 24/7 automated visitor engagement, qualification and booking
Distro: round-robin lead assignment inside Salesforce
Spam Checker agent blocks fake meetings before they reach calendars
Meeting Prep agent briefs reps with context before every call
Re-engagement flows for no-shows, cancellations and form abandonment
Account identification and ABM targeting based on intent signals
Concierge Live and Handoff Live: instant phone/video connect from forms
Live Chat with a team member
SDR-to-AE handoff in 30 seconds with fairness and no-show rules
ChiliCal smart scheduling links that log to CRM automatically
Multi round-robin that combines calendars and keeps distribution fair
Custom triggers via HTTP and webhooks for external system actions
Multi-language chat workflows with customizable knowledge base
Route and assign any Salesforce object, standard or custom
Integrations
Salesforce
HubSpot
Marketo
Pardot
Slack
LinkedIn
G2
Navattic
6sense
Bombora
Outreach
SalesLoft
Gong
Clearbit

What real users say: Lily AI vs Chili Piper

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Lily AI

No verifiable community signal. We scanned public discussion on Jul 3, 2026 and found posts matching the name “Lily AI”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Chili Piper

9 mentions across 3 sources · 51% positive — mixed (weighted across 3 sources)

Hacker News, YouTube, Product Hunt

What users praise

  • • Instant meeting booking from web forms collapses the lead-to-calendar delay sales teams hate.
  • • SDR-to-AE handoff in ~30 seconds with fairness and no-show rules is a real operational win.
  • • Spam Checker and Meeting Prep agents reduce junk meetings and prep time for reps.
  • • Distro routes any Salesforce object, standard or custom — unusually flexible for complex orgs.

What frustrates them

  • • Entry pricing ($1,250/mo, 15-seat minimum) is steep for teams without enterprise inbound volume.
  • • Standalone ChiliCal requires a 200-seat minimum, sidelining small teams entirely.
  • • Positive YouTube content is overwhelmingly vendor-produced, so independent proof is hard to find.
  • • Latest independent review (Sept 2025) is openly critical, titled 'I Hate Chili Piper.'

Researched Oct 7, 2026

Who should pick which

  • E-commerce marketing manager at a mid-size retailer
    Pick: Lily AI

    Lily AI enriches product feeds for Google Shopping and Meta, with proven revenue lift and A/B testing – ideal for scaling ad performance.

  • Revenue operations leader at a B2B SaaS company
    Pick: Chili Piper

    Chili Piper automates lead routing and instant meeting booking from web traffic, directly impacting pipeline velocity for B2B teams.

  • Agency managing e-commerce ad campaigns
    Pick: Lily AI

    Lily AI helps multi-channel feed optimization with controlled testing, essential for agencies driving client performance on Google and Meta.

  • Marketing team at a high-traffic B2B site
    Pick: Chili Piper

    Form Concierge and Chat AI convert high-intent visitors into meetings instantly, reducing friction in the lead gen process.

  • Enterprise retailer preparing for AI shopping assistants
    Pick: Lily AI

    Lily AI's goal-based agents and conversational attribute extraction prepare catalogs for AI surfaces like ChatGPT and Gemini, as highlighted in recent news.

Frequently Asked Questions

Can Lily AI and Chili Piper be used together?

Yes, they serve different parts of the funnel – Lily AI optimizes product feeds for e-commerce, while Chili Piper converts B2B leads to meetings. No direct integration, but complementary in a full GTM stack.

Does Lily AI offer a free trial?

Yes, a 30-day free trial on up to 500 products is available.

What CRM does Chili Piper require?

Chili Piper integrates deeply with Salesforce and HubSpot; limited functionality without them.

Which tool is better for small businesses?

Neither is ideal for very small operations. Lily AI is not for catalogs under 500 products; Chili Piper is overkill for low traffic (<50 visitors/day).

Does Lily AI support Google Merchant Center?

Yes, Lily AI optimizes Google Merchant Center feeds and integrates with Google Ads and Shopping.

Can Chili Piper replace a scheduling tool like Calendly?

Chili Piper offers scheduling but is primarily for lead conversion and routing; for internal meetings, Calendly may be simpler and cheaper.

What results does Lily AI report?

Lily AI reports +28% revenue lift on Google Shopping and +21.4% ROAS lift on Meta.

Does Chili Piper have AI features beyond routing?

Yes, Chat AI uses AI for visitor qualification and booking; Email Composer auto-follows up; Web Experiences personalize CTAs.

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Last reviewed: July 3, 2026