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Technology · head to head

Aha! vs Yellow.ai

Aha! logo

Aha!

Technology

Roadmapping software for product builders

From
$59/month
Rated
-
Full reviewWebsite
Yellow.ai logo

Yellow.ai

Live Chat

Enterprise AI platform for customer experience

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Aha! sold as eight separate products rather than one subscription, so Roadmaps, Discovery, Ideas, Whiteboards, Builder, Develop, Teamwork and Knowledge are each priced per user; Yellow.ai free plan caps chat sessions at 500 per month, then charges $0.99 per additional resolution
  • They diverge on capability: Aha! covers Strategic roadmaps, Yellow.ai covers AI chatbots.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Aha! and Yellow.ai actually diverge.

Attributes where Aha! and Yellow.ai differ
AttributeAha!Yellow.ai
Starting price$59/monthOn request
Pricing modelUnknownsubscription
PlatformsWebWeb, Mobile, Messaging apps, Voice assistants
CategoryTechnologyLive Chat
Founded20132016

Identical on both: free tier (No), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Aha!

  • Strategic roadmaps
  • Release planning
  • Idea management
  • Requirements & user stories
  • Visual workflows
  • Gantt charts
  • Pivot tables
  • Custom scorecards

Only in Yellow.ai

  • AI chatbots
  • NLU capabilities
  • Multi-channel support
  • Analytics dashboard
  • HubSpot
  • Web support
  • Mobile support
  • Messaging apps support

Both cover

  • Salesforce
  • Slack
  • Zendesk

What people use each for

The jobs each tool is most often brought in to do.

Aha!

  • Product roadmapping linked to strategy and goalsnot Yellow.ai
  • Collecting and scoring customer feedback through Ideasnot Yellow.ai
  • Customer research and interview analysis with Discoverynot Yellow.ai
  • Agile delivery tracking with Developnot Yellow.ai
  • Internal product documentation with Knowledgenot Yellow.ai

Yellow.ai

  • Businesses wanting to trial an AI chat agent before committing to per-resolution or enterprise billingnot Aha!

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Aha!

  • Sold as eight separate products rather than one subscription, so Roadmaps, Discovery, Ideas, Whiteboards, Builder, Develop, Teamwork and Knowledge are each priced per user
  • Roadmaps at $59 per user per month is expensive next to general project tools, and Discovery and Ideas add $39 each
  • The Develop integration with Roadmaps requires the Enterprise or Enterprise+ tier
  • Annual billing is by invoice only; monthly is card

Yellow.ai

  • Free plan caps chat sessions at 500 per month, then charges $0.99 per additional resolution
  • Enterprise plan pricing is not published and requires contacting sales for a custom quote
  • Basic plan pricing is not disclosed on the pricing page either, only feature details

Pricing, plan by plan

Aha!

$59/month
  • Startup$29/month
    • All premium features
    • Discounted pricing for early-stage startups
  • Premium$59/month
    • Strategy setting
    • Roadmap creation
    • Feature prioritization
  • Enterprise$undefined/month
    • Unlimited reviewers and viewers
    • Advanced features
  • Enterprise+$undefined/month
    • Everything in Enterprise plus workflow automation
    • Capacity planning
    • Concierge support

Yellow.ai

On request
  • Starter$150/month
    • AI chatbot
    • 1 integration
  • Professional$400/month
    • Multi-channel
    • Advanced analytics
  • Enterprise$undefined/month
    • Custom solutions
    • Dedicated team

Which should you pick?

Choose Aha! if

  • You need strategic roadmaps.
  • You also want release planning.
Aha! review

Choose Yellow.ai if

  • You need ai chatbots.
  • You work on Web, Mobile, Messaging apps, Voice assistants.
  • You also want nlu capabilities.
Yellow.ai review

Questions people ask

Is Aha! or Yellow.ai better?
Neither clearly leads. Aha! starts at $59/month and Yellow.ai at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Aha! or Yellow.ai?
Aha! starts at $59/month and Yellow.ai at On request.
Does Aha! or Yellow.ai run on more platforms?
Aha! runs on Web. Yellow.ai runs on Web, Mobile, Messaging apps, Voice assistants.
What is Aha! best used for?
Aha! is most often used for product roadmapping linked to strategy and goals, collecting and scoring customer feedback through ideas, customer research and interview analysis with discovery, agile delivery tracking with develop. Of those, product roadmapping linked to strategy and goals and collecting and scoring customer feedback through ideas are not what Yellow.ai is typically brought in for.
What can Aha! do that Yellow.ai cannot?
Aha! covers Strategic roadmaps, Release planning, Idea management, Requirements & user stories. Yellow.ai covers AI chatbots, NLU capabilities, Multi-channel support, Analytics dashboard. Both handle Salesforce, Slack, Zendesk.

Answered from the vendors’ own pages

Aha!: Does Aha! have a free tier?

No. Aha! offers a 30-day free trial without requiring a credit card, but there is no permanent free plan. Pricing starts at $59/user/month for Aha! Roadmaps.

Source
Yellow.ai: What does Yellow.ai's free tier include?

The free plan includes 1 AI agent, 500 monthly chat sessions with overage at $0.99 per additional resolution, and limited features.

Source
Aha!: How is Aha! pricing structured?

Aha! uses per-user billing. Premium plan charges all users equally regardless of permission level. Enterprise plans only charge for workspace owners and contributors, with unlimited reviewers and viewers at no additional cost.

Source
Yellow.ai: What compliance certifications does the Enterprise plan provide?

The Enterprise tier includes SOC2, GDPR, and ISO compliance standards, ensuring enterprise-grade security and data handling.

Source
Aha!: Can I use Aha! offline?

Aha! is a cloud-based SaaS platform with no offline mode mentioned in documentation. All features require internet connectivity to the cloud servers.

Source
Yellow.ai: How many agents and channels can I deploy with Yellow.ai's paid plans?

The Basic plan allows expandable agents and channels with 1,000 user records, while the Enterprise plan offers unlimited agents, sessions, and access to 35+ channels.

Source
Aha!: What does Enterprise+ plan include?

Enterprise+ includes workflow automation, capacity planning, custom tables and calculations, advanced license management, account backup and export, anti-virus scanning, IP access control, and concierge white-glove support.

Source
Yellow.ai: How do I find out Enterprise pricing for Yellow.ai?

The Enterprise plan pricing is not listed publicly and requires contacting the sales team for a custom quote.

Source
Aha!: How many integrations does Aha! support?

Aha! Roadmaps offers 40+ integrations including Jira, Azure DevOps, Slack, Salesforce, and Zendesk. Salesforce and Zendesk require additional add-on purchases.

Source
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