What AI Thinks About Shares | Pendium.ai
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Shares
Shares
Visibility11
Vibe53
Shares
AI Visibility & Sentiment

Shares

Shares is a French investment technology company providing cutting-edge solutions for retail investors, wealth managers, and financial institutions. They offer scalable investing products, front-to-back operations, and compliance management across 30 EEA countries, partnering with leading financial institutions like Amundi, iShares, and BNP Paribas.

Active Monitoring
shares.io
AI Visibility Score
11/100

Invisible

Sentiment Score
53/100
AI Perception

Summary

Shares is successfully penetrating the neobank and fintech developer ecosystem, yet it remains critically absent from the regulatory and trust conversations that define institutional credibility. While the brand secures a dominant 57% visibility rate among Neobank Product Leads, it is being systematically eclipsed by Interactive Brokers and DriveWealth in high-stakes institutional infrastructure and wealth management queries.

Value Proposition

Next-generation investing technology that serves the entire financial ecosystem—from individual retail investors to institutional wealth managers—with regulated, scalable, and compliant investment solutions

Overview

Shares is a French investment technology company providing cutting-edge solutions for retail investors, wealth managers, and financial institutions. They offer scalable investing products, front-to-back operations, and compliance management across 30 EEA countries, partnering with leading financial institutions like Amundi, iShares, and BNP Paribas.

Mission

To power the next generation of investing technology, making seamless investing products accessible to individuals, wealth professionals, and institutions alike

Products & Services
Shares App - Mobile investing platform for retail investorsShares Pro - Wealth management platform for professionalsShares Solutions - White-label API technology for financial institutionsFront-to-back operations and compliance managementScalable savings platform
Agent Breakdown

AI Platforms

How often do different AI platforms reference Shares?

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Conversation Analysis

Topics

What conversations is Shares included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Shares to, and when?

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Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

High resonance with B2B personas, specifically the Neobank Product Lead where the brand achieves a 57% mention rate.

Strength

Strong performance in AI Overviews for brand-specific searches, securing the #1 position in 'brand vibe checks'.

Strength

Consistent visibility in ChatGPT (50% mention rate) regarding institutional investment infrastructure queries.

Gap

Total absence in 'Trust, Safety & Regulatory Evaluation' queries, leaving a vacuum that competitors like Saxo Bank and IBKR are filling.

Gap

Marginalized in Claude (10% mention rate), a platform favored by technical decision-makers and high-net-worth personas.

Gap

Underperforming in the 'Independent Wealth Manager' persona, capturing only 14% of mentions compared to specialized wealth tech platforms.

Opportunity

Capitalize on the 'Modern Wealth' narrative by targeting gaps in the 'Professional Wealth Management Transition' category.

Opportunity

Improve technical documentation and regulatory disclosures to trigger mentions in 'Trust and Safety' AI clusters.

Opportunity

Leverage the brand's strength in AI Overviews to dominate broader fintech infrastructure keywords where competitors like DriveWealth currently lead in average position.

Technical Health

Site Health for AI Visibility

How well Shares's website is optimized for AI agent discovery and comprehension.

88/100
16 passed 3 warnings 1 issues
Audited 2/24/2026
Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO84

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG95

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

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Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

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1 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

!

Title is too short (25 characters)

Expand the title to 50-60 characters with descriptive keywords.

!

Meta description is too short (45 characters)

Expand the description to 150-160 characters with a clear value proposition.

!

Few headings on page

Add more H2 and H3 headings to organize content into sections.

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Brand Identity

Brand Voice & Style

How AI perceives Shares's communication style and personality

Shares communicates with a sophisticated yet accessible tone that balances technical financial expertise with modern, approachable language. The brand projects confidence and innovation while maintaining the trustworthiness expected in financial services. Their messaging emphasizes security, regulation, and partnership credibility while keeping the user experience front and center. The voice is professional without being stuffy, innovative without being reckless—perfect for bridging traditional finance with modern technology.

Core Tone Traits

Professional & Trustworthy

Emphasizes regulation, security, and partnerships with established institutions to build confidence

Innovative & Forward-Thinking

Positions as 'next generation' technology, highlighting cutting-edge solutions and modern approaches

Clear & Accessible

Makes complex financial technology understandable without oversimplifying or being condescending

Partnership-Oriented

Highlights collaboration with industry leaders and positions as a team player in the financial ecosystem

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Shares

1Interactive Brokers18 mentions
2DriveWealth13 mentions
3Saxo Bank13 mentions
4Revolut10 mentions
5Scalable Capital10 mentions
6Alpaca8 mentions
7IBKR8 mentions
8eToro6 mentions
9Trade Republic6 mentions
10Apex Clearing5 mentions
11Shares5 mentions
Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Guide to White Label Investing Apps for Financial Institutions

https://www.investsuite.com/white-label-platform#:~:text=InvestSuite's%20Self%20Investor:%20A%20White,investment%20services%20to%20their%20clients.

Referenced in 1 query

Review
Guide to White Label Investing Apps for Financial Institutions

https://www.investsuite.com/white-label-platform#:~:text=Use%20a%20B2B%20White%20Label,investing%20platform%2C%20such%20as%20InvestSuite:

Referenced in 1 query

Review
Alpaca - Developer-first API for Stock, Options, Crypto Trading

https://alpaca.markets/#:~:text=Instant%20Tokenization%20Network,Stock%20Lending

Referenced in 1 query

Review
Alpaca - Developer-first API for Stock, Options, Crypto Trading

https://alpaca.markets/

Referenced in 1 query

Review
White Label Banking Solutions in Fintech: Benefits & Features

https://stfalcon.com/en/blog/post/white-label-solutions-for-fintech-and-banking-services#:~:text=Prominent%20white%20label%20neobanking%20like%20N26%2C%20Chime%2C%20Revolut%2C%20and%20Monzo%20sell%20white%2Dlabel%20solutions.

Referenced in 1 query

Review
iCapital

https://icapital.com/#:~:text=Testimonials&text=%E2%80%9CiCapital%20has%20been%20exceptional%20in,what%20we're%20doing.%E2%80%9D&text=%E2%80%9CiCapital%20provides%20the%20platform%20we,clients%20and%20retain%20existing%20ones.%E2%80%9D

Referenced in 1 query

Review
White Label Trading Platform – Apex Ascend Investor

https://apexfintechsolutions.com/products/wealth-tech/white-label-trading-platform-apex-ascend-investor/#:~:text=Ascend%20Investor:%20Build%20your%20own,own%20platform%20with%20greater%20ease.

Referenced in 1 query

Review
Fixed Income API - Fractional Bond Trading - Apex Fintech Solutions

https://apexfintechsolutions.com/products/clearing-and-custody/fixed-income/#:~:text=Meet%20the%20Apex%20Fixed%20Income,a%20wide%20array%20of%20investors.

Referenced in 1 query

Review
Best White Label Trading & Investment Platforms (2026)

https://investingintheweb.com/brokers/best-while-label-trading-platforms/#:~:text=ETNA%20is%20a%20leading%20technology%20firm%20that,their%20clients%20with%20a%20world%2Dclass%20trading%20experience.

Referenced in 1 query

Review
Alpaca - Developer-first API for Stock, Options, Crypto Trading

https://alpaca.markets/#:~:text=API%20for%20Stock%2C%20Options%2C%20Crypto%20Trading%20&%20more,our%20easy%20to%20use%20APIs.

Referenced in 1 query

Review
Top White Label Digital Banking Platforms in 2026 | Finhost

https://finhost.io/white-label-digital-banking-platforms/#:~:text=FinHost%20stands%20out%20as%20a,and%20real%2Dtime%20transaction%20processing.

Referenced in 1 query

Review
Apex Fintech Solutions | Modern Wealth Tech for Digital ...

https://apexfintechsolutions.com/#:~:text=Apex%20AscendOS%E2%84%A2,your%20own%20unique%20digital%20experience

Referenced in 1 query

Review
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Shares's resources to help users.

Establish Regulatory Authority Through Compliance Content

Address Shares' invisibility in trust-based queries by creating comprehensive, crawlable content on UK/EU regulatory frameworks and compliance standards. This authoritative content series will help LLMs recognize Shares as a credible, regulated alternative to legacy institutions like IBKR when users ask about compliant investment platforms. Social media will amplify key regulatory insights and drive traffic to detailed documentation.

How MiFID II compliance actually protects your investments across 30 EEA countries
The complete checklist for evaluating a regulated investment platform in Europe
What retail investors should know about FCA and AMF authorization requirements
Breaking down the regulatory differences between UK and EU investment platforms post-Brexit
Why compliance infrastructure matters more than flashy features for serious investors

Optimize Developer Documentation for AI Discovery

Transform Shares' technical API documentation into LLM-friendly, structured content that competes with Alpaca and DriveWealth in institutional infrastructure queries. By improving documentation indexing and creating developer-focused content around front-to-back investment operations, Shares will appear in AI responses when institutions evaluate embedded finance solutions. Developer community engagement on social platforms will build backlinks and citations.

The architecture behind processing millions of investment transactions with zero downtime
How modern APIs are replacing legacy custody systems for wealth managers
Technical deep-dive: Building compliant investment features into your fintech product
What CTOs should evaluate when choosing an embedded investment infrastructure partner
REST vs GraphQL: Choosing the right API approach for investment operations

Position Shares as the Modern Wealth Alternative

Increase Shares' 14% mention rate in modern wealth management queries by creating targeted content that positions the brand as the innovative alternative to legacy banks. This content will directly address the buyer journey of wealth managers seeking modern solutions, using language and topics that AI assistants associate with next-generation platforms. Social campaigns will highlight partnerships with Amundi, iShares, and BNP Paribas to build credibility.

Why traditional banks are losing wealth managers to embedded investment platforms
The hidden costs of legacy portfolio management systems wealth managers ignore
How leading wealth managers are cutting operational overhead by 60% with modern tools
From spreadsheets to scale: A wealth manager's guide to digital transformation
What your clients actually expect from a modern investment experience in 2026

Increase Visibility on Claude for Technical Evaluations

Execute a targeted strategy to raise Shares' visibility on Claude from 10% to parity with ChatGPT, recognizing that Claude is frequently used for complex technical vendor comparisons. This involves creating structured, detailed technical content that Claude's training and retrieval systems can easily parse and reference. Social proof through case studies and technical partnerships will strengthen Shares' position in deep-dive evaluations.

Head-to-head: Comparing embedded investment infrastructure providers for enterprise needs
The technical due diligence checklist for evaluating investment API providers
How Shares handles institutional-grade security and data protection requirements
Scaling investment operations: Performance benchmarks from real client implementations
Integration complexity compared: What developers actually experience with investment APIs
Content Engineering

Recommended Actions

!

Publish an authoritative 'Regulatory and Compliance Framework' series for the UK/EU markets.

Shares is currently invisible in trust-based queries; providing crawlable, structured data on regulatory status is required to compete with legacy institutions like IBKR.

Impact: High
!

Optimize technical API documentation for LLM ingestion, focusing on 'Front-to-Back Investment Operations'.

The brand is missing out on institutional infrastructure queries where Alpaca and DriveWealth dominate due to better-indexed developer resources.

Impact: High
~

Develop targeted content for 'Modern Wealth Management' personas to raise the 14% mention rate.

Competitors are successfully positioning themselves as the 'modern' alternative to legacy banks; Shares has the product but lacks the visibility in this specific buyer journey.

Impact: Medium
~

Execute a platform-specific strategy for Claude to increase visibility from 10% to parity with ChatGPT.

Claude is frequently used for complex technical evaluation; failing to appear here removes Shares from the shortlist during deep-dive vendor comparisons.

Impact: Medium

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Backing

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Data generated by Pendium.ai AI visibility scanning. Last scanned February 24, 2026.

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