Numbers › AI Visibility Index — India
AI Visibility Index — India · November 2026
Data pipelines and CDPs: who AI assistants name for Indian startups (Nov 2026)
We asked 3 AI assistants 5 questions an Indian founder asks about data pipelines and CDPs. Named in the most questions: Airbyte (4 of 5 from memory, 4 searching the web), Hevo Data (3 of 5 from memory, 3 searching the web), Segment (3 of 5 from memory, 1 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 |
|---|---|---|---|---|---|---|
| Airbyte | 4 of 5 | 4 of 5 | 4 | 0 | 4 | #1 |
| Hevo Data | 3 of 5 | 3 of 5 | 3 | 2 | 3 | #3 |
| Segment | 3 of 5 | 1 of 5 | 1 | 3 | 1 | #1 |
| RudderStack | 1 of 5 | 0 of 5 | 1 | 0 | 0 | #2 |
Also named, not in our directory
- Stitch · 7
- Fivetran · 5
- Apache NiFi · 4
- Apache Airflow · 3
- Talend · 3
- Airflow · 2
- Apache Kafka · 2
- Debezium · 2
- Estuary Flow · 2
- Ingestion · 2
- Meltano · 2
- MoEngage · 2
Questions buyers ask
Which data pipelines and CDPs do AI assistants name most for Indian startups?
In our Nov 2026 run, Airbyte (4 of 5 from memory, 4 searching the web), Hevo Data (3 of 5 from memory, 3 searching the web), Segment (3 of 5 from memory, 1 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 data pipelines and CDPs did AI assistants not name?
Every tool in our directory for data pipelines and CDPs 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.
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Run the free checkThe 5 questions, and the names in each answer
1. Best tool to move data from our app and SaaS tools into a warehouse, for an Indian startup?
- Claude Haiku · from memory
- Airbyte → Fivetran → Hevo Data → Estuary Flow → Stitch → BigQuery → Snowflake → Amazon Redshift
- GPT-4o mini · from memory
- Fivetran → Stitch → Airflow → Segment → Talend → Hevo Data
- Claude Haiku + web search · searching the web
- Airbyte Cloud → Fivetran → Hevo → Stitch
2. Which ETL tool should a 20-person Indian company use?
- Claude Haiku · from memory
- Airbyte → Hevo Data
- GPT-4o mini · from memory
- Talend → Apache NiFi → Stitch → Microsoft Azure Data Factory → Informatica PowerCenter → Fivetran
- Claude Haiku + web search · searching the web
- Hevo Data → Skyvia → Airbyte → Fivetran
3. Customer data platform for an Indian consumer startup — what do you recommend?
- Claude Haiku · from memory
- Segment → RudderStack → Snowflake → Google BigQuery → Databricks → Hightouch → Census → MoEngage
- GPT-4o mini · from memory
- Segment → BlueConic → Zyte → MoEngage → Customer.io → Freshworks CRM
- Claude Haiku + web search · searching the web
- Twilio Segment
4. Fivetran alternatives that are cheaper for startups in India?
- Claude Haiku · from memory
- Airbyte → Meltano → Hevo Data → Estuary Flow → Stitch → Google Cloud Datastream → Azure Data Factory
- GPT-4o mini · from memory
- Airflow → Talend → Hevo Data → Segment → Stitch → Matillion
- Claude Haiku + web search · searching the web
- Airbyte → Meltano → Stitch → Hevo Data → Weld → Windsor.ai → Estuary
5. Open-source data pipeline tools used by Indian startups?
- Claude Haiku · from memory
- Orchestration → Apache Airflow → Prefect → Dagster → Ingestion → Airbyte → Apache NiFi → Debezium → Apache Kafka → Apache Flink
- GPT-4o mini · from memory
- Apache Airflow → Apache Kafka → Apache NiFi → Apache Spark → Luigi
- Claude Haiku + web search · searching the web
- Orchestration → Apache Airflow → Dagster and Prefect → Ingestion → Airbyte → Debezium → Apache NiFi
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