Numbers › AI Visibility Index — India
AI Visibility Index — India · November 2026
Feature flags: who AI assistants name for Indian startups (Nov 2026)
We asked 3 AI assistants 5 questions an Indian founder asks about feature flags. Named in the most questions: LaunchDarkly (5 of 5 from memory, 2 searching the web), Unleash (4 of 5 from memory, 5 searching the web), Flagsmith (4 of 5 from memory, 5 searching the web).
Who is named
| Tool | From memory | Searching the web | Claude Haiku (of 5) | GPT-4o mini (of 5) | Claude Haiku + web search (of 5) | Usual place |
|---|---|---|---|---|---|---|
| LaunchDarkly | 5 of 5 | 2 of 5 | 4 | 5 | 2 | #1 |
| Unleash | 4 of 5 | 5 of 5 | 4 | 3 | 5 | #2 |
| Flagsmith | 4 of 5 | 5 of 5 | 4 | 3 | 5 | #3 |
| GrowthBook | 4 of 5 | 4 of 5 | 4 | 0 | 4 | #3 |
| ConfigCat | 4 of 5 | 3 of 5 | 0 | 4 | 3 | #5 |
| Statsig | 1 of 5 | 4 of 5 | 1 | 0 | 4 | #1 |
| Firebase Remote Config | 1 of 5 | 0 of 5 | 0 | 1 | 0 | #4 |
Also named, not in our directory
- PostHog · 8
- Optimizely · 4
- Split.io · 3
- OpenFeature · 2
Questions buyers ask
Which feature flags do AI assistants name most for Indian startups?
In our Nov 2026 run, LaunchDarkly (5 of 5 from memory, 2 searching the web), Unleash (4 of 5 from memory, 5 searching the web), Flagsmith (4 of 5 from memory, 5 searching the web) were named in the most buyer questions. This counts how often an assistant names a tool; it does not say which tool is better.
Which feature flags did AI assistants not name?
Every tool in our directory for feature flags was named at least once in the 5 questions asked on 9 November 2026.
How were these AI answers collected, and will they change?
On 9 November 2026 we sent each of the 5 questions once to Claude Haiku and GPT-4o mini and Claude Haiku + web search through their APIs, with no company named in the question (from memory: Claude Haiku (Anthropic) and GPT-4o mini (OpenAI), with no web search · searching the web: Claude Haiku + web search (Anthropic), one search per answer, asked 10 November 2026): 15 answers. The same question can get different names on another day, so read this as one dated snapshot.
Is your company here?
Run the free check: three buyer questions about what you sell, one AI assistant, the answer in about 15 seconds. It shows whether you are named and who is named instead. No sign-up.
Run the free checkThe 5 questions, and the names in each answer
1. Best feature flag tool for a startup engineering team in India?
- Claude Haiku · from memory
- LaunchDarkly → Unleash → Flagsmith → GrowthBook → PostHog
- GPT-4o mini · from memory
- LaunchDarkly → Unleash → Flagger → ConfigCat → Optimizely
- Claude Haiku + web search · searching the web
- PostHog → ConfigCat → Flagsmith → Unleash → LaunchDarkly → Statsig
2. Which feature flagging service should a 20-person Indian startup use?
- Claude Haiku · from memory
- PostHog → Unleash → LaunchDarkly → Flagsmith
- GPT-4o mini · from memory
- LaunchDarkly → Split.io → Flagsmith → Optimizely → ConfigCat
- Claude Haiku + web search · searching the web
- PostHog → ConfigCat → Statsig → Unleash → Flagsmith → GrowthBook → LaunchDarkly
3. LaunchDarkly alternatives that are cheaper for startups?
- Claude Haiku · from memory
- LaunchDarkly → Unleash → Flagsmith → OpenFeature → GrowthBook
- GPT-4o mini · from memory
- LaunchDarkly → Split.io → Flagsmith → Unleash → Optimizely → ConfigCat → FeatureFlow
- Claude Haiku + web search · searching the web
- Flagsmith → ConfigCat → PostHog → GrowthBook → Unleash → Statsig
4. Open-source feature flag tools used by Indian startups?
- Claude Haiku · from memory
- Unleash → Flagsmith → GrowthBook → OpenFeature → Flagd
- GPT-4o mini · from memory
- Flagsmith → Unleash → LaunchDarkly → FF4J → Optimizely Rollouts → Split → ConfigCat
- Claude Haiku + web search · searching the web
- Unleash → Flagsmith → GrowthBook → PostHog → Flipt → GO Feature Flag → FeatBit
5. Feature flags and experiments in one tool — what do you recommend for an Indian app?
- Claude Haiku · from memory
- Statsig → PostHog → GrowthBook → LaunchDarkly + Optimizely
- GPT-4o mini · from memory
- LaunchDarkly → Optimizely → Split.io → Firebase Remote Config → Rollout.io
- Claude Haiku + web search · searching the web
- PostHog → GrowthBook → Statsig → Flagsmith → Unleash → Launch
Is this your company? Claim it
Sign in with your work email on the company’s website domain. We check the domain in your browser and then offer your own free AI check in Beacon and 7 days of Beacon Pro free. We send you nothing and store nothing for this.
Named here? Add the badge
