Lightdash vs SAP BusinessObjects
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
SAP BusinessObjects is the stronger AI pick in Business Intelligence: it has a visibility score of 1.1 versus 0.3 for Lightdash.
Choose Lightdash if…
- AI answers describe it more positively (100% vs 67% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 or HIPAA (BAA support) coverage
Choose SAP BusinessObjects if…
- You want the brand AI engines rank higher (1.1 vs 0.3)
- You prefer a larger, established vendor (5,000+ employees)
- strong performance in independent enterprise analytics research
- standardized enterprise reporting
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Lightdash | SAP BusinessObjects |
|---|---|---|
| Visibility score | 0.3% | 1.1% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #39 | #29 |
| Share of voice | 0.2% | 0.6% |
| Mentions this run | 1 | 3 |
| Positive in AI answers | 100% | 67% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lightdash 0pp · SAP BusinessObjects 0pp over 0 weekly runs.
Engine by engine
SAP BusinessObjects leads on 2 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | Lightdash | SAP BusinessObjects |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | Free; paid from $3,000 / mo | — |
| Free plan | Yes | — |
| Deployment | Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier. | On-premises, SAP Private Cloud Edition, or managed cloud operated by SAP |
| Compliance | SOC 2, HIPAA (BAA support) | — |
| Support | Community Slack (Open Source plan), Private Slack channel and live chat (Cloud Pro), Private Slack channel and premium support with 8-hour response SLA (Enterprise) | — |
| Founded | 2021 | — |
| Headquarters | San Francisco, CA, United States | Walldorf, Germany |
| Employees | 11–50 | 5,000+ |
| Funding | Series A · $19M raised | Undisclosed round (listed as acquired) |
| Best for | Data teams already using dbt who want self-serve BI without per-seat pricing. | Enterprises that need an on-premises BI layer for their SAP environment |
Plans side by side
Lightdash
SAP BusinessObjects
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Lightdash
Profile in progress.
SAP BusinessObjects
- strong performance in independent enterprise analytics research
- standardized enterprise reporting
- less suited to modern self-service exploration
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Lightdash vs SAP BusinessObjects”, https://slateindex.ai/compare/lightdash-vs-sap-businessobjects, data of Nov 2, 2026. Licence: CC BY 4.0.