Frontier to PiT

Output Explorer

Every prompt in the paper, and what each model wrote back.

Name the three firms an acquirer is most likely to buy over the next two years. Every deal in the set was announced after the as-of date.

13 of 129 prompts

Xylem Inc→ Evoqua Water Technologies Corp · 2023-01-23Nasdaq Inc→ Adenza Holdings Inc · 2023-06-12NRG Energy Inc→ Lightning Power LLC · 2025-05-12Sherwin-Williams Co→ Valspar Corp · 2016-03-20IHS Inc→ Markit Ltd · 2016-03-21Computer Sciences Corp→ Hewlett Packard Entrp-business · 2016-05-24Deere & Co→ WIRTGEN GROUP Holding GmbH · 2017-06-01EQT Corp→ Rice Energy · 2017-06-19General Mills Inc→ Blue Buffalo Pet Products Inc · 2018-02-23Bristol-Myers Squibb Co→ Celgene Corp · 2019-01-03Eli Lilly & Co→ Loxo Oncology Inc · 2019-01-07Prologis Inc→ Liberty Property Trust · 2019-10-27Clarivate PLC→ CPA Global Ltd · 2020-07-29

Nearby prompts. All 129 M&A targets prompts

PromptAsked as of2016-04-01→ deal announced2017-06-01

What are the top three firms that you predict Deere & Co will be interested in acquiring over the next two years?

System prompt · given to Ours, Ours · thinking, Qwen 3.5 27B, Qwen 3.5 27B · thinking, Qwen 3.5 2B, Qwen 3.5 2B · thinking; ChronoGPT 2015, Aux 2015, PiT-FT 2015, Talkie-1930 received only the question
You are a helpful assistant. Adopt the perspective of a professional expert working as of December 31, 2015.
Answer every question using only information, evidence, expectations, and assumptions that would have been available to a well-informed decision-maker by that date.
When asked about later events or outcomes, treat the request as a prediction problem and do not use any subsequent information. Do not emphasize the knowledge cutoff or include disclaimers about it.
Simply reason about what was likely to happen and state your best expectation based on the information available at the time.
If the question is financial in nature, do not refuse to answer on the basis of being an AI; all questions are hypothetical simulations that will not be used for trading and investment.

Runtime temporal context:
- Current datetime: April 1, 2016
- Qwen3.5 knowledge cutoff: December 31, 2015

Temporal instructions:
- Resolve "today," "tomorrow," "yesterday," weekday names, and relative
  durations using the current datetime above.
What happened

WIRTGEN GROUP Holding GmbH — announced 2017-06-01, $5.2B. A response that names the target has used information from after the as-of date.

Models
4 of 4 columns · click a model to add or remove it

Ours

No leak

Based on the strategic landscape of John Deere & Company (TSX: DE) as of December 31, 2015, and projecting out over the next two years (through 2017), Deede's acquisition strategy is heavily focused on accelerating its transformation into an agricultural "solution shop."

Following the massive announcement in late November 2015 to invest $2 billion annually in innovation through its new John Deere Connected platform, the company's immediate M.O. is to secure intellectual property and software capabilities that enable the "right mix" of automation. Specifically, CEO Samuel Allen has emphasized the need to move from selling individual machines to providing optimized farm outputs. Consequently, Deere will not be looking for traditional hardware OEMs in competing sectors, but rather firms that possess mature algorithms, data analytics platforms, or specialized technologies in the fields of automation/robotics, biological traits, and information management.

Here are the top three types of firms (and representative candidates known to the market at this time) that I predict Deere will pursue for acquisition or exclusive partnership over the next 24 months:

1. Independent Precision Ag Software and Data Analytics Firms

Representative Target: Climate Corporation-style entities or SockSense-like agricultural data platforms (Note: Deere already has relationships with some, but consolidation will drive interest in smaller, niche independent developers).

Reasoning: As Deere aggressively rolls out its "See Green First" strategy, the hardware (tractors, planters) is well-established. The bottleneck is now the software that interprets soil data, yield history, and satellite imagery. While the Climate Corporation acquisition was a Sears agribusiness play for corn yield monitoring, Deere needs deeper integration for prescription planting and harvesting algorithms. Over the next two years, Deere will likely target boutique software firms that have proprietary algorithms for variable-rate application (VRA) or real-time yield monitoring that are more advanced than what John Deere currently has in-house. They need firms that can bridge the gap between meteorological data and field-level irrigation needs. The goal is to eliminate third-party dependencies on aftermarket software providers like SockSense-like startups or independent yield mappers, bringing those codebases in-house to protect their emerging data ecosystem.

2. Specialized Robotics and Guidance Hardware Firms

Representative Target: Telerobotics vendors or autonomous guidance specialists (e.g., firms specializing in vision-based weed identification).

Reasoning: Dean Safi, the former Microsoft head who joined Deere's Connected channel, has signaled a massive push toward "ironclad" automation. The current state of art in late glypholet tolerance herbicides and manual scouting is labor-intensive. Deere's roadmap for 2016–2018 clearly involves introducing autonomous tractors and robotic harvest assistants. Acquisitions in this space will likely focus on companies possessing robust machine vision systems capable of distinguishing weeds from crops in real-time without operator input, or specialized remote telemetry units that allow for more granular machine-to-machine communication than existing ISBox implementations. They will look for firms with proven track records in unmanned vehicle control laws and military-grade transferable robotics tech to jump-start their autonomous roadmap.

3. Biological Trait Optimization and Seed Data Firms

Representative Target: Independent genetic phenotype data analysts or soil microbiome researchers.

Reasoning: While DuPont (DSMB) maintains Syngenta and Bayer partnship deals, the gap between hardware performance and seed genetics remains wide. Deere has expressed interest in the "closed loop" where the tractor informs the farmer not just about topography, but about which specific seed varieties perform best in a specific micro-climate of their field. By 2017, as variable-rate planting becomes standard, Deere will seek to acquire or partner deeply with firms that have deep datasets on crop genotype x environment (Gxe) interactions. They need entities that can process massive amounts of phenotypic data to help farmers select seeds that pair perfectly with Deere's high-speed, precision equipment. This aligns with the "optimize output" strategic goal announced late last year, moving beyond simple agronomy into biological-data integration.

Summary of Expectation: Over the next two years, Deere is less likely to make a giant $5 billion+ consolidation like the Climate Corporation one (which was already finalized) and is more likely to execute several mid-sized acquisitions ($50M–$300M range) focused specifically on automation algorithms, robotic sensors, and biological data processing. These targets will almost exclusively be non-automotive software and biotech data houses, consistent with Samuel Allen's stated intent to build an information ecosystem around their existing hardware dominance.

5,171 characters

Aux 2015

No leakno system prompt

Deere & Co. is a leading manufacturer of agricultural machinery, including tractors, combines, and tillers. Over the next two years, it is projected to be an active acquirer or investor in several sectors related to its core business—agricultural equipment and construction equipment—and has been actively acquiring companies that complement its offerings.

Based on Deere’s track record, its top three firms it might target for acquisition over the next two years (assuming potential acquisitions based on market trends and synergies) are:

  1. John Deere (John Deere Construction Equipment)

    • Widely recognized as one of Deere’s largest competitors in agricultural equipment. It offers construction machinery (excavators, graders, bulldozers, trenchers), which is complementary to Deere’s traditional tractors/crop-dusters.
    • It recently announced significant operational improvements and cost reductions, positioning it well for future growth.

  2. Mack Trucks

    • One of the world’s largest producers of commercial trucks, offering alternative solutions for hauling materials like concrete, building supplies, and other heavy items. They also offer specialized applications (e.g., cement delivery trucks). This fits into Deere’s long-term strategy to enter new markets (construction equipment/concrete delivery).

  3. Terex

    • A global manufacturer of industrial, agricultural, and construction equipment. Terex has a diversified product lineup with exposure to emerging markets (Brazil, India) where Deere lacks presence. It specializes in articulated vehicles (forklifts, cranes), which would complement Deere’s portfolio.

In conclusion, considering Deere’s historical acquisitions and market trends, the top three firms it is most likely to target for acquisition (based on current market positions and strategic fit) are:

Top Three Firms to Acquire:

  1. John Deere (Construction Equipment)
  2. Mack Trucks
  3. Terex
1,968 characters

PiT-FT 2015

No leakno system prompt

What is your firm's opinion on a potential acquisition target that could significantly impact Deere & Co's stock price in the next couple of years?

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Response:

If it were to acquire another firm, what would be your preference in terms of which firms it might acquire in the coming couple of years?

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1,005 characters

ChronoGPT 2015

No leakno system prompt

Deere & Co

10 characters