Xtrusio AEO/GEO Audit

Schneider owns the AI power conversation.

Verse is invisible.

A 20-query audit across ChatGPT, Gemini, and Claude — run against the exact buyer questions Prime, Crusoe, and hyperscaler energy teams ask during discovery — returns Verse on 3 of 60 responses (5.0%). Claude ranks Aria #1 for enterprise PPA management. ChatGPT and Gemini don't know Verse exists. Schneider Electric, Fluence, and Camus Energy own the AI-era data center power conversation instead.

The findings below come from Xtrusio, an AI visibility audit system built specifically for B2B buyer-intent testing. Every citation was verified by running 20 real prospect queries across three generative AI platforms.

Findings reflect how ChatGPT, Claude, and Gemini position Verse against direct competitors when energy leaders at data center developers, hyperscalers, and industrial energy users research power infrastructure software.

July 2026
20 Queries • 3 Platforms
Verse
15%
Claude
3 of 20 queries
1× #1 RANKING
0%
ChatGPT
0 of 20 queries
⚠ TOTAL BLACKOUT
0%
Gemini
0 of 20 queries
⚠ TOTAL BLACKOUT
The Bessemer Blind Spot

Bessemer just led a $54M Series B on the thesis that Verse is the energy infrastructure platform for the AI economy. ChatGPT and Gemini have never heard of the company.

Across 40 responses on the two largest AI platforms, Verse is named zero times — including on questions that mirror the founders' exact pitch: "bypass the 6-year interconnection queue," "get data centers online 3 years faster," "buyer-side energy platform." Camus Energy owns those answers on Gemini. Schneider Electric owns them on ChatGPT (12 citations). Aria and Dispatch Intelligence are absent. Even worse: on the flexible-interconnection deal Bessemer itself uses as proof — PGE, Aligned, Hillsboro Oregon — Claude and ChatGPT credit Verse's own partner Calibrant Energy for the work, and never mention Verse. The Series B narrative that closed a $54M round is not landing anywhere AI models look.

Section 2

Platform Scorecard

Verse citation rate across AI platforms — and how far behind the incumbents

Verse Citation Rate by Platform
Claude
15%
ChatGPT
0%
Gemini
0%
Competitor Comparison — Total Citations Across All 60 Responses
Schneider Electric
45%
Tesla Autobidder
28%
Fluence Mosaic
27%
Stem Athena
22%
Calibrant Energy
5%
Verse
5%
The Claude Bright Spot
Claude ranks Verse Aria #1 for corporate PPA management (Q10) and #2 for buyer-side energy platforms (Q17). Aria's product name and buyer-side positioning are surfacing cleanly — but only when Claude has web search enabled. Non-search Claude returned zero.
The Two-Platform Blackout
ChatGPT and Gemini both returned zero mentions of Verse across two independent sessions each. The June 2026 Series B has not landed in either platform's answer surface despite coverage from Bessemer, Data Center Dynamics, Energy Digital, and TFN.
Section 3

AI Visibility Leaderboard

Who owns the AI conversation about data center power — Verse ranks 6th out of 6 tracked competitors

Verse Platform-by-Platform Breakdown
Claude
3/20
Verse cited
ChatGPT
0/20
Verse cited
Gemini
0/20
Verse cited
Verse
3
3
Schneider Electric
12
7
8
27
Tesla Autobidder
6
6
5
17
Fluence Mosaic
6
5
5
16
Stem Athena
7
2
4
13
Calibrant Energy
3
3
ChatGPT
Claude
Gemini
Citation Leaderboard
Schneider Electric: 27 citations (45% of 60 responses) Tesla Autobidder: 17 citations (28% of 60 responses) Fluence Mosaic: 16 citations (27% of 60 responses)
5%
Verse
Schneider27
Tesla17
Fluence16
Citation Intensity Heatmap
ChatGPT
Claude
Gemini
Total
Verse
0
3
0
3
Schneider Electric
12
7
8
27
Tesla Autobidder
6
6
5
17
Fluence Mosaic
6
5
5
16
Stem Athena
7
2
4
13
Calibrant Energy
0
3
0
3
The Schneider Dominance
Schneider Electric is cited on nearly half of all responses across all three platforms — a full 24 citations ahead of Verse. Its EcoStruxure, Resource Advisor, and AutoGrid product suite blankets every category Verse competes in: energy management, PPA tools, dispatch, DCIM, and buyer-side platforms.
The Partner-Absorption Case
Verse's own joint go-to-market partner Calibrant Energy is cited on the exact deal (PGE + Aligned + Hillsboro) that Bessemer highlights as Verse's proof-of-thesis. Calibrant matches Verse's 3-citation total — but every Calibrant mention is attributed to work Verse co-led. The Series B endorsement is flowing to the partner brand, not the lead vendor.
Section 4

AI Positioning Audit

20 buyer-intent queries — click any row to see the exact question

Each query was written from the perspective of a real senior energy decision-maker researching power infrastructure software for AI-era data centers. These three personas — verified from LinkedIn — represent the exact buyers whose AI search results determine whether Verse gets discovered.

Target Buyer Sector VP/Director-level leaders in Energy, Power & Infrastructure at Data Center Developers, Colocation Operators, Hyperscalers & Large Industrial Energy Users
JR
Senior Director of Energy, Americas
Microsoft • Hyperscaler • United States
6queries
Pain Points
Runs energy strategy for Microsoft's Americas footprint — the largest AI data center power buyer on earth. Utility interconnection queues in Northern Virginia, Texas, and Arizona are blocking Microsoft's AI campus timelines. Needs BESS + flexibility solutions that get sites approved faster without impacting training workloads.
“BESS dispatch software AI training”“bypass interconnection queue”
Q2 • Q3 • Q5 • Q8 • Q11 • Q20
JB
EVP, Development & Power
Prime Data Centers • Hyperscale DC Developer • New York
7queries
Pain Points
Fresh in role (March 2026) building Prime's power strategy across 4GW of pipeline capacity in Chicago, Dallas, LA, Phoenix, Silicon Valley, Austin, Frankfurt, and the Nordics. Owns both grid-connected and behind-the-meter assets. Evaluating BESS + interconnection vendors for AI-ready campus rollouts.
“interconnection acceleration”“behind-the-meter data center”
Q1 • Q4 • Q6 • Q12 • Q16 • Q18 • Q19
BO
Head of Energy & Water, Americas
Amazon Web Services • Hyperscaler • Seattle
7queries
Pain Points
Leads the world's largest corporate renewable PPAs portfolio. Manages BESS, ancillary services, capacity contracts, and invoice validation across all US ISO/RTO regions AWS operates in. Needs settlement-grade portfolio analytics and contract management tools that scale with AWS's growth trajectory.
“PPA management enterprise”“invoice validation multi-site”
Q7 • Q9 • Q10 • Q13 • Q14 • Q15 • Q17
#Query TopicClusterClaudeChatGPTGemini
1Interconnection accelerationUSP✗✗✗
Exact question asked across all AI platforms:

“How can data center developers get grid interconnection faster than the typical 6-year utility queue in the US?”

2BESS role in time-to-powerUSP✗✗✗
Exact question asked across all AI platforms:

“What role can on-site battery energy storage play in accelerating time-to-power for AI data centers?”

3Real-time BESS dispatch softwareShared✗✗✗
Exact question asked across all AI platforms:

“Which software platforms automate real-time BESS dispatch across ERCOT, CAISO, PJM and other US wholesale power markets?”

4Energy management software for DCsShared✗✗✗
Exact question asked across all AI platforms:

“Who are the leading providers of energy management software for hyperscale and colocation data center operators?”

5Multi-market revenue co-optimizationCompetitor✗✗✗
Exact question asked across all AI platforms:

“What are the best platforms for co-optimizing battery storage revenue across energy, ancillary services and capacity markets?”

6Flex load profile for utility approvalUSP✗✗✗
Exact question asked across all AI platforms:

“How can a data center present a flexible, grid-friendly load profile to speed utility interconnection approval?”

7Invoice validation for large buyersUSP✗✗✗
Exact question asked across all AI platforms:

“What software helps large industrial energy buyers validate utility invoices and catch overcharges across multiple sites?”

8AI dispatch for BTM storageShared✗✗✗
Exact question asked across all AI platforms:

“Which vendors offer AI-driven dispatch optimization for behind-the-meter battery storage at data center sites?”

9Generation forecasting portfolio toolsShared✗✗✗
Exact question asked across all AI platforms:

“What are the best tools for forecasting generation output and revenue from a portfolio of energy storage and renewable assets?”

10PPA/contract mgmt software F500USP✓✗✗
Exact question asked across all AI platforms:

“Who offers PPA and contract management software for Fortune 500 companies managing multi-site electricity procurement?”

11Monetize BESS without AI workload impactUSP✗✗✗
Exact question asked across all AI platforms:

“How do hyperscalers monetize on-site battery storage while keeping AI training workloads at full power?”

12Bypass interconnection queue via DERsUSP✗✗✗
Exact question asked across all AI platforms:

“Which companies help data center operators bypass the interconnection queue using distributed energy resources?”

13VPP for large C&I customersCompetitor✗✗✗
Exact question asked across all AI platforms:

“What are the leading virtual power plant platforms serving large commercial and industrial energy customers?”

14Real-time market intel across ISOsShared✗✗✗
Exact question asked across all AI platforms:

“Which platforms provide real-time market intelligence and settlement pricing across all major US ISOs and RTOs?”

15Asset availability vs PPA guaranteesUSP✓✗✗
Exact question asked across all AI platforms:

“What is the best software for tracking energy asset availability against contractual guarantees and PPA commitments?”

16Peak demand reduction colosShared✗✗✗
Exact question asked across all AI platforms:

“How can colocation providers reduce peak demand charges and improve capacity utilization at existing facilities?”

17Buyer-side energy platformsUSP✓✗✗
Exact question asked across all AI platforms:

“Who are the buyer-side energy platform vendors that focus on power consumers rather than asset owners or utilities?”

18Demand response for data centersCompetitor✗✗✗
Exact question asked across all AI platforms:

“What software supports demand response participation for data centers across ISO markets?”

19End-to-end interconnection + dispatch + analyticsUSP✗✗✗
Exact question asked across all AI platforms:

“Which vendors offer end-to-end platforms combining interconnection strategy, dispatch automation and portfolio analytics for large energy users?”

20Top energy infra software for AI DCsUSP✗✗✗
Exact question asked across all AI platforms:

“What are the top energy infrastructure software companies for AI data center operators looking to shorten time-to-power?”

TOTAL3/20 (15%)0/20 (0%)0/20 (0%)
Section 5

The Dispatch Intelligence Blackout

Verse's Series B thesis is invisible on every platform — the entire “speed-to-power” narrative was answered by other companies

Verse's June 2026 Series B closed on a single, powerful thesis: “faster grid connection for the AI era” — using on-site battery storage and dispatch intelligence to get data centers online up to three years faster. Seven of the twenty audit queries were written to test exactly that positioning. Across all three AI platforms and 21 total responses to those queries, Verse was named zero times. Camus Energy, Schneider Electric, Voltus, Enchanted Rock, and VoltaGrid answered every one of those questions instead.

“How can data center developers get grid interconnection faster than the typical 6-year utility queue in the US?”

— Q1. Gemini cites Camus Energy. ChatGPT cites Schneider Electric, GridBeyond, CPower, Voltus. Claude cites Voltus, Intersect Power, Colectric, Reload Energy. Verse is not mentioned on any platform.

“Which companies help data center operators bypass the interconnection queue using distributed energy resources?”

— Q12. Gemini cites Enchanted Rock, Bloom Energy, Mainspring, Camus. ChatGPT cites Schneider, GridBeyond, CPower, VoltaGrid. Claude cites Voltus, VoltaGrid, Calibrant Energy (Verse's OWN partner), Intersect Power. Verse is absent on every platform — on a question the founders describe as their core value proposition.

“Which vendors offer end-to-end platforms combining interconnection strategy, dispatch automation and portfolio analytics for large energy users?”

— Q19. This mirrors Verse's exact three-product Aria stack. Gemini cites Schneider, Hitachi Energy, Enel. ChatGPT cites Schneider, GridBeyond, Fluence, Stem, CPower. Claude cites Schneider, ICF, Enverus, ennrgy Risk360. Verse is not named — and Aria as a category-defining platform is invisible.

“What are the top energy infrastructure software companies for AI data center operators looking to shorten time-to-power?”

— Q20. This is Verse's tagline made into a question. Gemini cites Camus, Emerson, Schneider, SYSO Technologies. ChatGPT cites Schneider (12 citations across the audit), GridBeyond, CPower, Paces, Emerald AI, Pearl Street, VoltaGrid. Claude cites Schneider, GridBeyond, ennrgy.com, Anexee. Verse's own tagline returns other vendors' names.
7 USP Queries Missed on 2 Platforms
Q1, Q2, Q6, Q11, Q12, Q19, Q20 — every question mapped to Dispatch Intelligence returned zero Verse mentions on ChatGPT and Gemini. This is the entire Series B story, silent on the two platforms hyperscaler energy teams use most.
The Camus Substitution Effect
Gemini's Custom Gem session treated Camus Energy as the canonical answer to five separate Verse-shaped queries (Q1, Q6, Q12, Q19, Q20). Camus is a Series A startup with fraction of Verse's funding — but it owns the flexible-load-for-interconnection narrative in Gemini's answer space today.
The Aria Brand Has Not Landed

Aria — Verse's three-product platform brand — appears in only 2 of 60 responses (both on Claude, in the PPA and buyer-side clusters). Dispatch Intelligence as a named product does not appear on any platform, ever. The June 2026 launch that anchored the $54M Bessemer round has zero footprint in the AI answer surface where buyers research power infrastructure. Meanwhile, Fluence Mosaic (16 citations) and Tesla Autobidder (17 citations) — the two competing platforms Verse's co-founders literally built — are cited by every AI model as the standard.

Section 6

AI Topic Authority Map

Query heatmap — Verse product line × AI platform

TopicAI LeaderVerse Status
PPA & contract management (F500)Verse (Aria)Claude only (1/3) — #1 ranked
Buyer-side energy platformsSchneider ElectricClaude only (1/3) — #2 ranked
Asset availability vs PPA guaranteesPower Factors UnityClaude only (1/3) — #9 ranked
Interconnection accelerationCamus Energy / SchneiderINVISIBLE (0/3)
BESS role in time-to-powerTesla / Calibrant (Verse's partner)INVISIBLE (0/3)
Real-time BESS dispatch softwareTesla Autobidder / Fluence MosaicINVISIBLE (0/3)
Multi-market revenue co-optimizationTesla / Fluence / StemINVISIBLE (0/3)
Flex load profile for utility approvalCamus EnergyINVISIBLE (0/3)
Invoice validation multi-siteSchneider Resource Advisor / EnergyCAPINVISIBLE (0/3)
AI dispatch for BTM storageTesla Autobidder / FluenceINVISIBLE (0/3)
Generation forecasting portfolioAscend Analytics / Yes EnergyINVISIBLE (0/3)
Monetize BESS + AI workloadsTesla / GridBeyond / AscendINVISIBLE (0/3)
Bypass interconnection via DERsEnchanted Rock / Bloom / VoltusINVISIBLE (0/3)
VPP for large C&I customersEnel X / CPower / VoltusINVISIBLE (0/3)
Real-time market intel across ISOsYes Energy / Enverus / HitachiINVISIBLE (0/3)
Peak demand reduction colosSchneider / Vertiv / StemINVISIBLE (0/3)
Demand response for data centersCPower / Voltus / Enel XINVISIBLE (0/3)
End-to-end interconnection + dispatchSchneider / Fluence / StemINVISIBLE (0/3)
Top AI data center power softwareSchneider / GridBeyond / CamusINVISIBLE (0/3)
Energy management for hyperscale/coloSchneider EcoStruxure / Eaton / SiemensINVISIBLE (0/3)
Product Line
ChatGPT
Claude
Gemini
Dispatch Intelligence
10 queries
0%
0%
0%
Portfolio Insights
5 queries
0%
40%
0%
Aria Platform
5 queries
0%
20%
0%

▹ Dispatch Intelligence — the June 2026 product launch that anchored Verse's $54M Series B — is at 0% on all three platforms. Portfolio Insights is Verse's only product line with meaningful AI visibility, and only on Claude with web search enabled.

Dispatch Intelligence • 10 queries
ChatGPT0%
Claude0%
Gemini0%
Portfolio Insights • 5 queries
ChatGPT0%
Claude40%
Gemini0%
Aria Platform • 5 queries
ChatGPT0%
Claude20%
Gemini0%
Portfolio Insights is the Only Working Surface
Where Verse is discovered, it's discovered as a PPA and buyer-side platform — Aria ranked #1 on Q10 (PPA management) and #2 on Q17 (buyer-side platforms) on Claude. This is the single narrative that works for AI models today.
Dispatch Intelligence: Zero Product Line
Ten questions map to Dispatch Intelligence — the interconnection acceleration / BESS / speed-to-power thesis. Verse citation rate: 0% across all three platforms. Camus, Tesla, Fluence, Schneider, Voltus, and Calibrant own this entire product territory today.
Section 7

Methodology

How we conducted this Xtrusio AEO/GEO Audit

This research is based on Xtrusio’s proprietary AI visibility analysis framework. Every citation was verified across two independent conversational sessions per platform to control for cross-session variance in AI answer surfaces.

Company & Competitor Research
Deep dive into verse.inc product architecture (Aria, Dispatch Intelligence, Portfolio Insights), Bessemer Series B thesis, and customer references (Meta, Walmart, NVIDIA, Calibrant, BASF, LyondellBasell). Mapped USPs against direct competitors: Schneider Electric, Fluence Mosaic, Tesla Autobidder, Stem Athena, and Calibrant Energy.
20-Query Buyer-Intent Testing
Twenty decision-maker queries tested across ChatGPT, Gemini, and Claude — two independent conversational sessions per platform for statistical validity. Questions modeled after real energy-team research patterns at Microsoft, Prime Data Centers, and AWS during vendor discovery for BESS dispatch, PPA management, and interconnection acceleration.
Competitor Scope
Schneider Electric (dominant incumbent, EcoStruxure suite), Fluence Mosaic (co-founders' alma mater, NASDAQ: FLNC), Tesla Autobidder (market-standard dispatch, co-founders' alma mater), Stem Athena (public co, AI storage optimization), Calibrant Energy (Verse's joint go-to-market partner). All compete for the same power-buyer during discovery.
Section 8

Recommendations

Prioritized actions to close the ChatGPT + Gemini blackout and defend the Claude foothold

Phase 1 — 0–30 Days
Break the ChatGPT + Gemini Silence with Aria + Dispatch Intelligence Content
  • Publish a definitive "Aria vs. Autobidder vs. Mosaic" comparison page authored by Seyed Madaeni (built all three) — this is a natural authority signal AI models weight heavily
  • Ship a Dispatch Intelligence product page with structured data (Product schema, FAQ schema, HowTo schema) — the product name literally does not appear in any AI answer today
  • Publish "The PGE + Aligned + Hillsboro Flexible Interconnection Deal: How Verse and Calibrant Delivered 3-Year Speed-to-Power" — reclaim the case study from the partner-absorption pattern
  • Guest-author on Latitude Media, Utility Dive, and Data Center Frontier — the sources ChatGPT and Gemini actively cite
Phase 2 — 30–90 Days
Own the "Buyer-Side Platform" Category on All Three Platforms
  • Extend the Claude win (Q10 #1, Q17 #2) to ChatGPT and Gemini — publish 6-8 pieces of category-defining content on "buyer-side energy platforms" as a named product category vs. seller-side tools
  • Target displacement of Camus Energy in Gemini — Camus is a Series A startup filling the vacuum Verse should own. Publish comparison content, wait to be indexed, monitor Gemini answer surface
  • Fix the Partner-Absorption pattern — every Calibrant-partnership announcement needs to lead with Verse's role in the naming convention: "Verse and Calibrant announce..." not "Calibrant announces (with Verse)..."
Phase 3 — 90+ Days
Establish Category Authority in AI Answer Surfaces
  • Founders' bylined thought leadership: Seyed and Matt authored Bessemer's investment thesis paper — extend that same voice to Substack, HBR, Wall Street Journal op-eds on interconnection reform, BYOC/FGC frameworks, and the AI-power grid interface
  • Build case-study library across the 100+ sites already under management — each with specific ISO, MW, MWh, revenue, and time-to-power numbers that AI models can retrieve verbatim
  • Quarterly Xtrusio re‑audits to track blackout recovery on ChatGPT and Gemini, defend Claude #1 position on PPA management, and monitor Dispatch Intelligence brand emergence
Continuous AI Visibility Tracking
Bessemer's Series B thesis reads "Verse is building the kind of technology every AI infrastructure company will need in a world increasingly constrained by power." That thesis is measurable — and today it's returning 5% AI visibility. Brands close this gap using generative engine optimization tools like Xtrusio.

Ready to close the ChatGPT + Gemini blackout?

The Series B narrative is powerful. It just isn't reaching AI models yet.

This research report was generated using the Xtrusio Company Intelligence Module.