Top 20 sales forecasting software by AI search visibility (2026)
Sales forecasting software used by revenue teams to predict pipeline outcomes, model quotas, inspect deal risk, and improve forecast accuracy across the sales org. Ranked by a composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 07, 2026At a glance
What we observed in this categoryauto-generated
Salesforce dominates the sales forecasting software AI visibility landscape with a 50.0% visibility score — eight times the category average of 6.2% — and a composite score of 42.5, more than double that of the next two ranked brands. Clari and HubSpot share identical visibility (25.0%) and composite scores (17.5%), meaning the real competitive gap is between rank 1 and the rest of the field, not within the chasing pack. This concentration suggests Google AI Mode is treating Salesforce as the default reference point for the category.
A striking divergence exists between visibility and citation across the top brands. Clari and HubSpot both hold 25.0% visibility but record 0.0% citation, meaning they are named in AI responses but not linked as sources. Pipedrive and Anaplan show the inverse pattern: Pipedrive earns 25.0% citation against only 12.5% visibility, while Anaplan achieves 25.0% citation with zero visibility — it is trusted as a reference source without being surfaced as a recommended brand. This named-versus-trusted split is a defining structural feature of this category's AI presence.
The top cited sources in this category are dominated by third-party and niche domains — zendesk.com, youtube.com, pipeline.zoominfo.com, goodmeetings.ai, and several smaller players like abacum.ai and datup.ai — rather than the brands' own domains. None of the top 5 brands by rank appear in the top cited sources list, indicating Google AI Mode is anchoring its factual grounding on external review, aggregator, and specialist content rather than vendor-owned pages. This creates a clear separation between brands the AI recommends and the sources it actually cites.
Movers & shakers since last refresh
Biggest visibility risers
-
Salesforce 0% → 50% · rank #0 → #1+50pp
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Clari 0% → 25% · rank #0 → #2+25pp
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HubSpot 0% → 25% · rank #0 → #3+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
salesforce.com
|
50% | 25% | Google AI Mode |
Salesforce's 50.0% visibility and 25.0% citation both lead the category, with its composite score of 42.5 more than doubling rank-2 competitors Clari and HubSpot. |
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| 2 |
clari.com
|
25% | 0% | Google AI Mode |
Clari matches HubSpot at 25.0% visibility and a 17.5 composite score but records 0.0% citation, meaning it is named by AI but never sourced as a reference. |
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| 3 |
hubspot.com
|
25% | 0% | Google AI Mode |
HubSpot ties Clari on every metric — 25.0% visibility, 0.0% citation, 17.5 composite — despite being a broader CRM platform rather than a forecasting specialist. |
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| 4 |
pipedrive.com
|
12% | 25% | Google AI Mode |
Pipedrive's 25.0% citation rate exceeds its 12.5% visibility, making it the strongest citation-to-visibility outperformer among the top 5 ranked brands. |
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| 5 |
gong.io
|
12% | 12% | Google AI Mode |
Gong holds a balanced but below-average position with 12.5% visibility and 12.5% citation, both roughly double the category averages of 6.2% and 5.6% respectively. |
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| 6 |
anaplan.com
|
0% | 25% | Google AI Mode |
| 7 |
revenuegrid.com
|
0% | 25% | Google AI Mode |
| 8 |
aviso.com
|
0% | 0% | Google AI Mode |
| 9 |
zoho.com
|
0% | 0% | Google AI Mode |
| 10 |
oracle.com
|
0% | 0% | Google AI Mode |
| 11 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 12 |
boostup.ai
|
0% | 0% | Google AI Mode |
| 13 |
insightsquared.com
|
0% | 0% | Google AI Mode |
| 14 |
gopigment.com
|
0% | 0% | Google AI Mode |
| 15 |
xactlycorp.com
|
0% | 0% | Google AI Mode |
| 16 |
varicent.com
|
0% | 0% | Google AI Mode |
| 17 |
mediafly.com
|
0% | 0% | Google AI Mode |
| 18 |
people.ai
|
0% | 0% | Google AI Mode |
| 19 |
ambition.com
|
0% | 0% | Google AI Mode |
| 20 |
captivateiq.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on sales forecasting software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own sales forecasting software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about sales forecasting software AI visibility
Who leads AI visibility in sales forecasting software?
Salesforce leads with 50.0% visibility and a composite score of 42.5, far ahead of the next ranked brands Clari and HubSpot, which each score 17.5.
What is the average AI visibility for brands in this category?
The category average visibility is 6.2% and the average citation rate is 5.6%, indicating that AI presence is highly concentrated among a small number of brands.
Which brands are cited by AI but not widely recommended in sales forecasting?
Anaplan and Revenue Grid each achieve 25.0% citation with 0.0% visibility, meaning Google AI Mode references them as sources but does not surface them as recommended tools.
What sources does Google AI Mode cite most for sales forecasting software research?
The top cited sources include zendesk.com, youtube.com, pipeline.zoominfo.com, and niche AI and sales tools sites like goodmeetings.ai and abacum.ai — none of which are the ranked brands' own domains.
Are any brands visible in AI responses but not being cited as trusted sources?
Yes — Clari and HubSpot both have 25.0% visibility but 0.0% citation, indicating the AI names them in responses without linking to their content as supporting evidence.
Which brand shows the biggest gap between citation strength and raw visibility?
Pipedrive earns a 25.0% citation rate against only 12.5% visibility, the widest positive citation-to-visibility gap among the top 5 ranked brands in this category.