Are Francisco Partners' Portfolio Companies Appearing on AI Shortlists?

70% of B2B software deals are being influenced by Claude, ChatGPT, Perplexity, and Gemini before buyers ever talk to a human sales rep. Across the Francisco Partners portfolio, that shift is already creating winners and losers. 

Dark Horse Strategies scores your portfolio companies' AI visibility across the 12 most influential LLM training surfaces, then builds the playbook they need to win the battle for AI-mediated deal flow.

Portfolio Companies With AI Visibility Gaps

Below is a sampling of companies that are actively losing AI-influenced deal flow to competitors. Dark Horse can run company and portfolio-level analysis and provide fast guidance to recapture revenue at risk.

LastPass

Password Management

Losing share to

1Password

1Password is named "best overall" across 2026 reviews; LastPass still carries reputational drag from its 2022 breach.

New Relic

Observability / APM

Losing share to

Datadog + Dynatrace

Boxed in by the broadest-visibility player (Datadog) and the AI/root-cause leader (Dynatrace, 15-yr Gartner Leader).

Boomi

iPaaS / Integration

Losing share to

MuleSoft + Workato

MuleSoft owns the "market leader" label; Workato is rated higher on ease-of-use/ROI and winning the AI-feature narrative.

Veradigm

EHR / Revenue Cycle

Losing share to

Waystar + athenahealth

Concrete, provable gap: Veradigm trails Waystar on G2 (3.8 vs 4.5) and Capterra (4.1 vs 4.8).

Betterment

Robo-Advisory

Losing share to

Wealthfront

Both are real category leaders, but Wealthfront wins more 2026 head-to-head reviews on its more differentiated feature.

Accela

GovTech / Permitting

Losing share to

Tyler Technologies + OpenGov

Tyler dominates by contract volume (4,953 vs. 184); OpenGov is the named fastest-growing AI-native challenger.

Sumo Logic

Log Management / SIEM

Losing share to

Datadog + Dynatrace

Same structural gap as New Relic — a second portfolio company boxed in by the same two category leaders.

Black Duck

Software Composition Analysis

Losing share to

Snyk

Snyk is the more broadly cited name in developer-security conversations and dominates SCA search visibility.

BeyondTrust

Privileged Access Mgmt (PAM)

Losing share to

CyberArk

CyberArk is the default reference point used by competitors' own comparison content against PAM challengers.

01

Audit

Score the company across the top 12 AI-mediated surfaces and all top LLMs, producing an interactive scorecard.

02

Prioritize

Translate the gaps into a tiered, 90-day execution plan ranked by impact and effort.

03

Activate

Execute content, technical, and authority-signal fixes via sprint-based engagements built for fast-moving portfolio companies.

04

Prove it

Re-audit on a fixed cadence to show movement in AI-citation share — a board-ready metric most portfolio companies cannot currently report.

A Path Built for Portfolio Scale

Five offerings sequenced for Francisco Partners portfolio operators — from cross-portfolio diagnosis, to sprint-based fixes, to ongoing support.

Most portfolio engagements start with the AI Mediation Playbook to benchmark each portfolio company's AI visibility across top LLMs and map short and long-term fixes. At-risk companies are then routed into Content Intelligence or Growth Sprints based on what the audit finds. From there, the Activation Retainer is available for companies ready to operationalize the work on an ongoing basis, and the Pipeline Dashboard is layered in to measure and prove that movement over time. Price ranges are set based on scope of services, with volume pricing available as Dark Horse moves through your portfolio brands.

CROSS-PORTFOLIO  PLAYBOOK

AI Mediation Playbook

1–2 WKS INCLUDED FOR ALL CLIENTS

Cross-portfolio and company-specific AI visibility benchmarking, followed by an action-oriented workshop with company/marketing leadership to support fast fixes and longer-term strategy development.

Content Prioritization

Content Intelligence Sprint

2-3 WKS  $15K - $25K

Audit, score, and unify your content for AI visibility. Build organizational rigor and automate for efficiency/ scale. Portfolio companies leave with a refreshed scoring methodology and AI-supported content automation approach.

Refreshed GTM Strategy

Growth Sprint

4–6 WKS · $15K - $25K

Refined messaging + 3–5 AI-optimized content assets built for the channels and AI answers that matter most. Ongoing support per visibility channel is also available on request.

Ongoing · 6–12 month term

GTM Activation Retainer

From $15K/mo

Three tiers of ongoing execution and advisory support. Closes the gap between AI-visibility and predictable deal flow.

Measurement & Attribution

AI-Mediated Pipeline Dashboard

ADD-ON OR STANDALONE · $5K+ SETUP + $2.5K+/MO

Monthly AI visibility, share-of-voice, and pipeline attribution. Reporting is included with all monthly retainer programs.

Who We Are

Dark Horse Strategies is the AI-native GTM firm that helps B2B companies win AI-mediated buyers and unlock pipeline.

01

AI-native methodology

Built for how buyers actually buy today. Customized to your portfolio companies' distinct brand and GTM challenges.

02

Operator-built

Operators and technologists co-building from day one. No need to choose between software and services. We offer both. 

03

Speed to impact

Clear pipeline lift within months — not quarters. Real metrics and measurement rigor to prove ROI,

04

Strategy + systems

Modern marketing strategy and AI-activation systems, built to your specifications, fast.

Buyers decide before sales ever shows up. We fix that.

Dark Horse engineers visibility and pipeline impact in the LLM layer that now controls buying decisions.

Core Differentiator

We operate in the AI research layer

We call it AI-mediated buying. The moment your prospect asks an AI model which vendors to consider, we make sure your name is the answer.

Core Differentiator

We partner to measure won deals

SEO and GEO agencies optimize for visibility metrics; we optimize for pipeline. We work with our clients to tie our efforts directly to reduced revenue risk and, where possible, map AI visibility to qualified opportunities sourced, cycles shortened, deals closed.

Proof Point

90-day impact schedules — not 6-month roadmaps

Enterprise consultants take 6–12 months to show results. We deliver measurable movement in 90 days through a sprint approach built for AI-era buyers.

Proof Point

Proprietary answers that makes you the authority

We build category-defining assets tuned to your market, your audience and the channels that matter most — the kind that LLMs cite, analysts reference, and buyers remember when shortlisting vendors.

Booz Allen Hamilton
UPS
Toast
Acquia
SAP
Liberty Mutual
Solera
DynaMed
Cencora
Bazaarvoice
Sisense
NTT Data
Megan Kessler, Founder & CEO of Dark Horse Strategies

Megan Kessler

Founder & CEO

Two decades of C-suite marketing and brand leadership across enterprise software, healthcare, and financial services — now applied to the AI-mediated buying problem facing PE-backed portfolio companies.

20-Year C-Suite Operator

End-to-end revenue ownership: net-new pipeline, expansion, and organic growth across sales, marketing, and demand generation organizations.

GTM Strategy & AI-Era Marketing

Integrated marketing leadership across brand awareness, AIO/GEO visibility, demand gen, and AI-enabled services.

Team Building & Org Leadership

Built and led high-performing, multi-disciplinary teams inside sales, marketing, and communications organizations.

Executive Visibility & Communications

C-suite advisor, executive speaking coach, external/internal comms, crisis communications, and IPO/M&A activities.